Oleg Sokolov
sokolegg@yandex.ru
import pandas as pd
import numpy as np
from matplotlib import pyplot as plt
train = pd.read_csv('train.csv')
train.head()
| label | pixel0 | pixel1 | pixel2 | pixel3 | pixel4 | pixel5 | pixel6 | pixel7 | pixel8 | ... | pixel774 | pixel775 | pixel776 | pixel777 | pixel778 | pixel779 | pixel780 | pixel781 | pixel782 | pixel783 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
5 rows × 785 columns
Данные представляют из себя метку (цифра на изображении) и набор пикселей изображения 28Х28. Напишем функцию для получения массива пикселей, а также двумерного представления (для вывода изображения и других моделей, вроде CNN)
X = train.drop(labels = ["label"], axis = 1).values
y = train['label'].values
X - представляет собой набор пикселей как в одномерном виде, можно протестировать простые алгоритмы на этих данных.
print("Пример данных одного изображения из X", X[0])
print("Метка (y) для этого изображения", y[0])
Пример данных одного изображения из X [ 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 188 255 94 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 191 250 253 93 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 123 248 253 167 10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 80 247 253 208 13 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 29 207 253 235 77 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 54 209 253 253 88 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 93 254 253 238 170 17 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 23 210 254 253 159 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16 209 253 254 240 81 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 27 253 253 254 13 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20 206 254 254 198 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 168 253 253 196 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20 203 253 248 76 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 22 188 253 245 93 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 103 253 253 191 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 89 240 253 195 25 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 15 220 253 253 80 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 94 253 253 253 94 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 89 251 253 250 131 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 214 218 95 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] Метка (y) для этого изображения 1
Нормализуем X
X = X/255.
X.shape
(42000, 784)
Можно проверить точность на простых алгоритмах KNN, SVC
from sklearn.model_selection import train_test_split
X_train, X_test, y_train, y_test = train_test_split(X, y, random_state=133, test_size=0.1)
from sklearn.neighbors import KNeighborsClassifier
knn = KNeighborsClassifier(n_jobs=30)
knn.fit(X_train, y_train)
KNeighborsClassifier(algorithm='auto', leaf_size=30, metric='minkowski',
metric_params=None, n_jobs=30, n_neighbors=5, p=2,
weights='uniform')
Точность обученного KNN на тестовой выборке
%%time
from sklearn.metrics import accuracy_score, classification_report
predicted = knn.predict(X_test)
print("Accuracy: ", accuracy_score(y_test, predicted))
print("Classiication report: ", classification_report(y_test, predicted))
Accuracy: 0.9711904761904762
Classiication report: precision recall f1-score support
0 0.98 0.99 0.99 452
1 0.95 0.99 0.97 467
2 0.98 0.96 0.97 411
3 0.96 0.97 0.97 417
4 1.00 0.98 0.99 417
5 0.96 0.97 0.96 364
6 0.98 0.99 0.98 417
7 0.94 0.97 0.96 436
8 1.00 0.94 0.97 430
9 0.96 0.95 0.95 389
micro avg 0.97 0.97 0.97 4200
macro avg 0.97 0.97 0.97 4200
weighted avg 0.97 0.97 0.97 4200
Wall time: 16.6 s
97% точность - хороший результат, можно обучить на полных данных и отправить первую посылку на kaggle
knn = KNeighborsClassifier(n_jobs=30)
knn.fit(X, y)
KNeighborsClassifier(algorithm='auto', leaf_size=30, metric='minkowski',
metric_params=None, n_jobs=30, n_neighbors=5, p=2,
weights='uniform')
test = pd.read_csv('test.csv')
test.head()
| pixel0 | pixel1 | pixel2 | pixel3 | pixel4 | pixel5 | pixel6 | pixel7 | pixel8 | pixel9 | ... | pixel774 | pixel775 | pixel776 | pixel777 | pixel778 | pixel779 | pixel780 | pixel781 | pixel782 | pixel783 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
5 rows × 784 columns
%%time
test_data = test.values/255.
predicted_labels = knn.predict(test_data)
Wall time: 1min 43s
import os
def create_submission(predicted_labels):
sub_frame = pd.DataFrame({"Label": predicted_labels})
sub_frame.index = sub_frame.index + 1
sub_frame.index.names = ['ImageId']
file_name = 'submission' + str(len(os.listdir('.'))) + '.csv'
sub_frame.to_csv(file_name)
print("Created new submission in file ", file_name)
create_submission(predicted_labels)
Created new submission in file submission28.csv
На тестовой выборке точность значительно ниже - 71%. Была обнаружена ошибка - тестовые данные не были нормализованы, с нормализацией точность 0.96800
knn = KNeighborsClassifier(n_jobs=30, n_neighbors=5, weights='distance')
knn.fit(X, y)
KNeighborsClassifier(algorithm='auto', leaf_size=30, metric='minkowski',
metric_params=None, n_jobs=30, n_neighbors=5, p=2,
weights='distance')
Попробуем искать через distance
predicted_labels = knn.predict(test_data)
create_submission(predicted_labels)
Created new submission in file submission29.csv
Точность выросла, но незначительно. Если увеличить количество соседей до 10
knn = KNeighborsClassifier(n_jobs=30, n_neighbors=10, weights='distance')
knn.fit(X, y)
KNeighborsClassifier(algorithm='auto', leaf_size=30, metric='minkowski',
metric_params=None, n_jobs=30, n_neighbors=10, p=2,
weights='distance')
predicted_labels = knn.predict(test_data)
create_submission(predicted_labels)
Created new submission in file submission30.csv
Стало хуже. Вероятно, можно перебрать параметры KNN, но не факт, что можно достичь точности 99% и более, поэтому можно посмотреть на точность других моделей.
Попробуем обучить для этой задачи простую сверточную нейронную сеть
from keras.models import Sequential
from keras.utils import to_categorical
from keras.layers import Conv2D, Dense, Activation, Flatten, MaxPool2D, Dropout
from keras.optimizers import SGD
%matplotlib inline
Using TensorFlow backend.
Подготовим данные для обучения модели
cnn_X = X.reshape(len(X), 28, 28, 1)
cnn_y = to_categorical(y, num_classes=10)
plt.imshow(cnn_X[50].reshape(28, 28))
<matplotlib.image.AxesImage at 0xca92e5ccf8>
Соберем модель и обучим
cnn = Sequential()
cnn.add(Conv2D(64, kernel_size=(4, 4), input_shape=(28, 28, 1), activation='relu'))
cnn.add(MaxPool2D((2, 2)))
cnn.add(Flatten())
cnn.add(Dense(64, activation='relu'))
cnn.add(Dropout(0.5))
cnn.add(Dense(10, activation='softmax'))
cnn.compile(optimizer='adam', loss='categorical_crossentropy', metrics=['accuracy'])
cnn.fit(cnn_X, cnn_y, batch_size=200, epochs=10, validation_split=0.1)
Train on 37800 samples, validate on 4200 samples Epoch 1/10 37800/37800 [==============================] - 50s 1ms/step - loss: 0.5652 - acc: 0.8259 - val_loss: 0.1368 - val_acc: 0.9586 Epoch 2/10 37800/37800 [==============================] - 49s 1ms/step - loss: 0.2156 - acc: 0.9366 - val_loss: 0.0829 - val_acc: 0.9712 Epoch 3/10 37800/37800 [==============================] - 49s 1ms/step - loss: 0.1542 - acc: 0.9540 - val_loss: 0.0659 - val_acc: 0.9783 Epoch 4/10 37800/37800 [==============================] - 49s 1ms/step - loss: 0.1276 - acc: 0.9622 - val_loss: 0.0576 - val_acc: 0.9800 Epoch 5/10 37800/37800 [==============================] - 49s 1ms/step - loss: 0.1058 - acc: 0.9684 - val_loss: 0.0521 - val_acc: 0.9831 Epoch 6/10 37800/37800 [==============================] - 49s 1ms/step - loss: 0.0973 - acc: 0.9706 - val_loss: 0.0507 - val_acc: 0.9810 Epoch 7/10 37800/37800 [==============================] - 49s 1ms/step - loss: 0.0884 - acc: 0.9731 - val_loss: 0.0473 - val_acc: 0.9824 Epoch 8/10 37800/37800 [==============================] - 49s 1ms/step - loss: 0.0780 - acc: 0.9769 - val_loss: 0.0461 - val_acc: 0.9843 Epoch 9/10 37800/37800 [==============================] - 49s 1ms/step - loss: 0.0782 - acc: 0.9760 - val_loss: 0.0458 - val_acc: 0.9848 Epoch 10/10 37800/37800 [==============================] - 49s 1ms/step - loss: 0.0693 - acc: 0.9787 - val_loss: 0.0422 - val_acc: 0.9850
<keras.callbacks.History at 0xca92ea4668>
predicted_classes = cnn.predict_classes(test_data.reshape(len(test_data), 28, 28, 1))
print(predicted_classes[0])
2
create_submission(predicted_classes)
Created new submission in file submission31.csv
Простая модель показала точность 0.98. Видно, что модель на 10й итерации уже начала переобучаться, несмотря на наличие Dropout слоя. Вероятно, чтобы поднять точность еще необходима более сложная модель или обучение на основе существующей
Попробуем увеличить количество нейронов на первом Dense слое до 256
cnn = Sequential()
cnn.add(Conv2D(64, kernel_size=(4, 4), input_shape=(28, 28, 1), activation='relu'))
cnn.add(MaxPool2D((2, 2)))
cnn.add(Flatten())
cnn.add(Dense(256, activation='relu'))
cnn.add(Dropout(0.5))
cnn.add(Dense(10, activation='softmax'))
cnn.compile(optimizer='adam', loss='categorical_crossentropy', metrics=['accuracy'])
cnn.summary()
_________________________________________________________________ Layer (type) Output Shape Param # ================================================================= conv2d_2 (Conv2D) (None, 25, 25, 64) 1088 _________________________________________________________________ max_pooling2d_2 (MaxPooling2 (None, 12, 12, 64) 0 _________________________________________________________________ flatten_2 (Flatten) (None, 9216) 0 _________________________________________________________________ dense_3 (Dense) (None, 256) 2359552 _________________________________________________________________ dropout_2 (Dropout) (None, 256) 0 _________________________________________________________________ dense_4 (Dense) (None, 10) 2570 ================================================================= Total params: 2,363,210 Trainable params: 2,363,210 Non-trainable params: 0 _________________________________________________________________
cnn.fit(cnn_X, cnn_y, batch_size=200, epochs=10, validation_split=0.1)
Train on 37800 samples, validate on 4200 samples Epoch 1/10 37800/37800 [==============================] - 66s 2ms/step - loss: 0.3332 - acc: 0.8997 - val_loss: 0.1003 - val_acc: 0.9698 Epoch 2/10 37800/37800 [==============================] - 65s 2ms/step - loss: 0.1030 - acc: 0.9691 - val_loss: 0.0696 - val_acc: 0.9783 Epoch 3/10 37800/37800 [==============================] - 64s 2ms/step - loss: 0.0691 - acc: 0.9799 - val_loss: 0.0498 - val_acc: 0.9829 Epoch 4/10 37800/37800 [==============================] - 64s 2ms/step - loss: 0.0556 - acc: 0.9838 - val_loss: 0.0415 - val_acc: 0.9869 Epoch 5/10 37800/37800 [==============================] - 64s 2ms/step - loss: 0.0467 - acc: 0.9854 - val_loss: 0.0366 - val_acc: 0.9869 Epoch 6/10 37800/37800 [==============================] - 65s 2ms/step - loss: 0.0381 - acc: 0.9886 - val_loss: 0.0362 - val_acc: 0.9874 Epoch 7/10 37800/37800 [==============================] - 65s 2ms/step - loss: 0.0310 - acc: 0.9905 - val_loss: 0.0334 - val_acc: 0.9867 Epoch 8/10 37800/37800 [==============================] - 64s 2ms/step - loss: 0.0280 - acc: 0.9910 - val_loss: 0.0358 - val_acc: 0.9871 Epoch 9/10 37800/37800 [==============================] - 64s 2ms/step - loss: 0.0247 - acc: 0.9919 - val_loss: 0.0384 - val_acc: 0.9874 Epoch 10/10 37800/37800 [==============================] - 64s 2ms/step - loss: 0.0217 - acc: 0.9930 - val_loss: 0.0354 - val_acc: 0.9888
<keras.callbacks.History at 0xcaa5486d68>
Видно, что модель опять переобучилась в конце. Для такой модели оптимально будет 8 итераций.
predicted_classes = cnn.predict_classes(test_data.reshape(len(test_data), 28, 28, 1))
create_submission(predicted_classes)
Created new submission in file submission32.csv
Тест модели с более сложной архитектурой (2 слоя свертки, 3 Dense слоя после)
cnn = Sequential()
cnn.add(Conv2D(96, kernel_size=(4, 4), input_shape=(28, 28, 1), activation='relu'))
cnn.add(MaxPool2D((2, 2)))
cnn.add(Conv2D(64, kernel_size=(4, 4), input_shape=(28, 28, 1), activation='relu'))
cnn.add(MaxPool2D((2, 2)))
cnn.add(Flatten())
cnn.add(Dropout(0.25))
cnn.add(Dense(256, activation='relu'))
cnn.add(Dropout(0.5))
cnn.add(Dense(64, activation='relu'))
cnn.add(Dropout(0.25))
cnn.add(Dense(10, activation='softmax'))
cnn.compile(optimizer='adam', loss='categorical_crossentropy', metrics=['accuracy'])
cnn.summary()
_________________________________________________________________ Layer (type) Output Shape Param # ================================================================= conv2d_3 (Conv2D) (None, 25, 25, 96) 1632 _________________________________________________________________ max_pooling2d_3 (MaxPooling2 (None, 12, 12, 96) 0 _________________________________________________________________ conv2d_4 (Conv2D) (None, 9, 9, 64) 98368 _________________________________________________________________ max_pooling2d_4 (MaxPooling2 (None, 4, 4, 64) 0 _________________________________________________________________ flatten_3 (Flatten) (None, 1024) 0 _________________________________________________________________ dropout_3 (Dropout) (None, 1024) 0 _________________________________________________________________ dense_5 (Dense) (None, 256) 262400 _________________________________________________________________ dropout_4 (Dropout) (None, 256) 0 _________________________________________________________________ dense_6 (Dense) (None, 64) 16448 _________________________________________________________________ dropout_5 (Dropout) (None, 64) 0 _________________________________________________________________ dense_7 (Dense) (None, 10) 650 ================================================================= Total params: 379,498 Trainable params: 379,498 Non-trainable params: 0 _________________________________________________________________
cnn.fit(cnn_X, cnn_y, batch_size=200, epochs=10, validation_split=0.1)
Train on 37800 samples, validate on 4200 samples Epoch 1/10 37800/37800 [==============================] - 100s 3ms/step - loss: 0.4981 - acc: 0.8369 - val_loss: 0.0860 - val_acc: 0.9738 Epoch 2/10 37800/37800 [==============================] - 97s 3ms/step - loss: 0.1308 - acc: 0.9623 - val_loss: 0.0525 - val_acc: 0.9824 Epoch 3/10 37800/37800 [==============================] - 98s 3ms/step - loss: 0.0901 - acc: 0.9743 - val_loss: 0.0398 - val_acc: 0.9881 Epoch 4/10 37800/37800 [==============================] - 98s 3ms/step - loss: 0.0727 - acc: 0.9796 - val_loss: 0.0389 - val_acc: 0.9876 Epoch 5/10 37800/37800 [==============================] - 97s 3ms/step - loss: 0.0616 - acc: 0.9818 - val_loss: 0.0338 - val_acc: 0.9895 Epoch 6/10 37800/37800 [==============================] - 97s 3ms/step - loss: 0.0529 - acc: 0.9848 - val_loss: 0.0285 - val_acc: 0.9914 Epoch 7/10 37800/37800 [==============================] - 96s 3ms/step - loss: 0.0502 - acc: 0.9852 - val_loss: 0.0271 - val_acc: 0.9910 Epoch 8/10 37800/37800 [==============================] - 96s 3ms/step - loss: 0.0412 - acc: 0.9880 - val_loss: 0.0263 - val_acc: 0.9914 Epoch 9/10 37800/37800 [==============================] - 96s 3ms/step - loss: 0.0382 - acc: 0.9890 - val_loss: 0.0283 - val_acc: 0.9914 Epoch 10/10 37800/37800 [==============================] - 97s 3ms/step - loss: 0.0366 - acc: 0.9896 - val_loss: 0.0237 - val_acc: 0.9926
<keras.callbacks.History at 0xca92e7d5f8>
predicted_classes = cnn.predict_classes(test_data.reshape(len(test_data), 28, 28, 1))
create_submission(predicted_classes)
Created new submission in file submission33.csv
Попробуем обучить генеративную сеть и пообучать модели на еще большей выборке (настощие + плюс сгенерированные изображения)
import sys
from IPython.core.debugger import Tracer
from keras.datasets import mnist
from keras.layers import Input, Reshape
from keras.layers import BatchNormalization
from keras.layers.advanced_activations import LeakyReLU
from keras.models import Model
from keras.optimizers import Adam, RMSprop
import matplotlib.pyplot as plt
plt.switch_backend('agg')
class GAN(object):
def __init__(self, width = 28, height= 28, channels = 1):
self.WIDTH = width
self.HEIGHT = height
self.CHANNELS = channels
self.SHAPE = (self.WIDTH, self.HEIGHT, self.CHANNELS)
self.OPTIMIZER = Adam(lr=0.0002, decay=8e-9)
self.noise_gen = np.random.normal(0,1,(100,))
self.G = self.generator()
self.G.compile(loss='binary_crossentropy', optimizer=self.OPTIMIZER)
self.D = self.discriminator()
self.D.compile(loss='binary_crossentropy', optimizer=self.OPTIMIZER, metrics=['accuracy'] )
self.stacked_G_D = self.stacked_G_D()
self.stacked_G_D.compile(loss='binary_crossentropy', optimizer=self.OPTIMIZER)
def generator(self):
model = Sequential()
model.add(Dense(256, input_shape=(100+10,)))
model.add(LeakyReLU(alpha=0.2))
model.add(BatchNormalization(momentum=0.8))
model.add(Dense(512))
model.add(LeakyReLU(alpha=0.2))
model.add(BatchNormalization(momentum=0.8))
model.add(Dense(1024))
model.add(LeakyReLU(alpha=0.2))
model.add(BatchNormalization(momentum=0.8))
model.add(Dense(self.WIDTH * self.HEIGHT * self.CHANNELS, activation='tanh'))
model.add(Reshape((self.WIDTH, self.HEIGHT, self.CHANNELS)))
return model
def discriminator(self):
model = Sequential()
model.add(Flatten(input_shape=self.SHAPE))
model.add(Dense((self.WIDTH * self.HEIGHT * self.CHANNELS), input_shape=self.SHAPE))
model.add(LeakyReLU(alpha=0.2))
model.add(Dense(np.int32((self.WIDTH * self.HEIGHT * self.CHANNELS)/2)))
model.add(LeakyReLU(alpha=0.2))
model.add(Dense(20, activation='softmax'))
model.summary()
return model
def stacked_G_D(self):
self.D.trainable = False
model = Sequential()
model.add(self.G)
model.add(self.D)
return model
def train(self, X_train, y_train, epochs=30000, batch = 32, save_interval = 500):
for cnt in range(epochs):
## train discriminator
random_index = np.random.randint(0, len(X_train) - 3*int(batch))
legit_images = X_train[random_index : random_index + batch].reshape(batch, self.WIDTH, self.HEIGHT, self.CHANNELS)
y_labels = y_train[random_index : random_index + batch].reshape(batch, 10)
y_legit = np.array([np.concatenate((y, np.zeros(10))) for y in y_labels])
y_fake = np.array([np.concatenate((y, np.ones(10))) for y in y_labels])
gen_noise = np.random.normal(0, 1, (batch,100))
labels_and_noise = np.array([np.concatenate((y_labels[i], gen_noise[i])).flatten() for i in range(len(y_labels))])
labels_and_noise.reshape(batch, 110)
syntetic_images = self.G.predict(labels_and_noise)
x_combined_batch = np.concatenate((legit_images, syntetic_images))
y_combined_batch = np.concatenate((y_legit, y_fake))
d_loss = self.D.train_on_batch(x_combined_batch, y_combined_batch)
# train generator
y_labels = y_train[random_index : random_index + 2*batch].reshape(2*batch, 10)
y_full = np.array([np.concatenate((y, np.zeros(10))) for y in y_labels])
gen_noise = np.random.normal(0, 1, (2*batch,100))
labels_and_noise = np.array([np.concatenate((y_labels[i], gen_noise[i])).flatten() for i in range(len(y_labels))])
labels_and_noise.reshape(2*batch, 110)
g_loss = self.stacked_G_D.train_on_batch(labels_and_noise, y_full)
print ('epoch: %d, [Discriminator :: d_loss: %f], [ Generator :: loss: %f]' % (cnt, d_loss[0], g_loss))
if cnt % save_interval == 0 :
self.plot_images(save2file=True, step=cnt)
def plot_images(self, save2file=True, step=0):
filename = "./images/mnist_%d.png" % step
images = np.array(list(map(lambda x: self.gen_number_image(x), list(range(10)))))
plt.figure(figsize=(10,10))
for i in range(images.shape[0]):
plt.subplot(4, 4, i+1)
image = images[i]
image = np.reshape(image, [ self.HEIGHT, self.WIDTH ])
plt.imshow(image, cmap='gray')
plt.axis('off')
plt.tight_layout()
if save2file:
plt.savefig(filename)
plt.close('all')
else:
plt.show()
def gen_number_image(self, number):
labels = to_categorical(number, num_classes=10)
gen_noise = np.random.normal(0, 1, 100)
labels_and_noise = np.concatenate((labels, gen_noise)).reshape(1, 110)
image = gan.G.predict(labels_and_noise).reshape(28, 28)
return image
gan = GAN()
gan.train(cnn_X*2-1, cnn_y)
_________________________________________________________________ Layer (type) Output Shape Param # ================================================================= flatten_18 (Flatten) (None, 784) 0 _________________________________________________________________ dense_110 (Dense) (None, 784) 615440 _________________________________________________________________ leaky_re_lu_74 (LeakyReLU) (None, 784) 0 _________________________________________________________________ dense_111 (Dense) (None, 392) 307720 _________________________________________________________________ leaky_re_lu_75 (LeakyReLU) (None, 392) 0 _________________________________________________________________ dense_112 (Dense) (None, 20) 7860 ================================================================= Total params: 931,020 Trainable params: 931,020 Non-trainable params: 0 _________________________________________________________________ random_index: 27834 (32, 10) 27866
C:\ProgramData\Miniconda2\envs\olegenv\lib\site-packages\keras\engine\training.py:479: UserWarning: Discrepancy between trainable weights and collected trainable weights, did you set `model.trainable` without calling `model.compile` after ? 'Discrepancy between trainable weights and collected trainable'
epoch: 0, [Discriminator :: d_loss: 0.956741], [ Generator :: loss: 0.210131] random_index: 8464 (32, 10) 8496 epoch: 1, [Discriminator :: d_loss: 0.943649], [ Generator :: loss: 0.212141] random_index: 17391 (32, 10) 17423 epoch: 2, [Discriminator :: d_loss: 0.932716], [ Generator :: loss: 0.212758] random_index: 34830 (32, 10) 34862 epoch: 3, [Discriminator :: d_loss: 0.907285], [ Generator :: loss: 0.218757] random_index: 28604 (32, 10) 28636 epoch: 4, [Discriminator :: d_loss: 0.898729], [ Generator :: loss: 0.220636] random_index: 4725 (32, 10) 4757 epoch: 5, [Discriminator :: d_loss: 0.883566], [ Generator :: loss: 0.224822] random_index: 35961 (32, 10) 35993 epoch: 6, [Discriminator :: d_loss: 0.863612], [ Generator :: loss: 0.228638] random_index: 36141 (32, 10) 36173 epoch: 7, [Discriminator :: d_loss: 0.859522], [ Generator :: loss: 0.235285] random_index: 40428 (32, 10) 40460 epoch: 8, [Discriminator :: d_loss: 0.855645], [ Generator :: loss: 0.234342] random_index: 25469 (32, 10) 25501 epoch: 9, [Discriminator :: d_loss: 0.843137], [ Generator :: loss: 0.238759] random_index: 14717 (32, 10) 14749 epoch: 10, [Discriminator :: d_loss: 0.831166], [ Generator :: loss: 0.247402] random_index: 10386 (32, 10) 10418 epoch: 11, [Discriminator :: d_loss: 0.822444], [ Generator :: loss: 0.247894] random_index: 20340 (32, 10) 20372 epoch: 12, [Discriminator :: d_loss: 0.813597], [ Generator :: loss: 0.257406] random_index: 26428 (32, 10) 26460 epoch: 13, [Discriminator :: d_loss: 0.812371], [ Generator :: loss: 0.258819] random_index: 26640 (32, 10) 26672 epoch: 14, [Discriminator :: d_loss: 0.799031], [ Generator :: loss: 0.269726] random_index: 16262 (32, 10) 16294 epoch: 15, [Discriminator :: d_loss: 0.798554], [ Generator :: loss: 0.268762] random_index: 14534 (32, 10) 14566 epoch: 16, [Discriminator :: d_loss: 0.785346], [ Generator :: loss: 0.274307] random_index: 30866 (32, 10) 30898 epoch: 17, [Discriminator :: d_loss: 0.795581], [ Generator :: loss: 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0.784423], [ Generator :: loss: 0.293276] random_index: 40561 (32, 10) 40593 epoch: 27, [Discriminator :: d_loss: 0.782613], [ Generator :: loss: 0.292367] random_index: 13713 (32, 10) 13745 epoch: 28, [Discriminator :: d_loss: 0.767173], [ Generator :: loss: 0.290920] random_index: 6064 (32, 10) 6096 epoch: 29, [Discriminator :: d_loss: 0.773053], [ Generator :: loss: 0.289032] random_index: 37412 (32, 10) 37444 epoch: 30, [Discriminator :: d_loss: 0.767877], [ Generator :: loss: 0.292129] random_index: 11088 (32, 10) 11120 epoch: 31, [Discriminator :: d_loss: 0.770987], [ Generator :: loss: 0.290442] random_index: 15048 (32, 10) 15080 epoch: 32, [Discriminator :: d_loss: 0.756094], [ Generator :: loss: 0.285443] random_index: 33096 (32, 10) 33128 epoch: 33, [Discriminator :: d_loss: 0.759122], [ Generator :: loss: 0.278901] random_index: 9021 (32, 10) 9053 epoch: 34, [Discriminator :: d_loss: 0.759607], [ Generator :: loss: 0.274055] random_index: 22060 (32, 10) 22092 epoch: 35, 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Generator :: loss: 0.190431] random_index: 18066 (32, 10) 18098 epoch: 489, [Discriminator :: d_loss: 0.723194], [ Generator :: loss: 0.186992] random_index: 2449 (32, 10) 2481 epoch: 490, [Discriminator :: d_loss: 0.716439], [ Generator :: loss: 0.197564] random_index: 2704 (32, 10) 2736 epoch: 491, [Discriminator :: d_loss: 0.716364], [ Generator :: loss: 0.180955] random_index: 28868 (32, 10) 28900 epoch: 492, [Discriminator :: d_loss: 0.705584], [ Generator :: loss: 0.168448] random_index: 33788 (32, 10) 33820 epoch: 493, [Discriminator :: d_loss: 0.718568], [ Generator :: loss: 0.170296] random_index: 40688 (32, 10) 40720 epoch: 494, [Discriminator :: d_loss: 0.715007], [ Generator :: loss: 0.176135] random_index: 7191 (32, 10) 7223 epoch: 495, [Discriminator :: d_loss: 0.716385], [ Generator :: loss: 0.189699] random_index: 26801 (32, 10) 26833 epoch: 496, [Discriminator :: d_loss: 0.716305], [ Generator :: loss: 0.198319] random_index: 31392 (32, 10) 31424 epoch: 497, [Discriminator :: d_loss: 0.714546], [ Generator :: loss: 0.184158] random_index: 21296 (32, 10) 21328 epoch: 498, [Discriminator :: d_loss: 0.711924], [ Generator :: loss: 0.183154] random_index: 4355 (32, 10) 4387 epoch: 499, [Discriminator :: d_loss: 0.711580], [ Generator :: loss: 0.177652] random_index: 5599 (32, 10) 5631 epoch: 500, [Discriminator :: d_loss: 0.730455], [ Generator :: loss: 0.183739] random_index: 33822 (32, 10) 33854 epoch: 501, [Discriminator :: d_loss: 0.707853], [ Generator :: loss: 0.186415] random_index: 21006 (32, 10) 21038 epoch: 502, [Discriminator :: d_loss: 0.730508], [ Generator :: loss: 0.200081] random_index: 34622 (32, 10) 34654 epoch: 503, [Discriminator :: d_loss: 0.724244], [ Generator :: loss: 0.211844] random_index: 38970 (32, 10) 39002 epoch: 504, [Discriminator :: d_loss: 0.736154], [ Generator :: loss: 0.204062] random_index: 40177 (32, 10) 40209 epoch: 505, [Discriminator :: d_loss: 0.724076], [ Generator :: loss: 0.190992] random_index: 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loss: 0.171978] random_index: 27376 (32, 10) 27408 epoch: 515, [Discriminator :: d_loss: 0.718696], [ Generator :: loss: 0.175194] random_index: 33643 (32, 10) 33675 epoch: 516, [Discriminator :: d_loss: 0.732530], [ Generator :: loss: 0.198691] random_index: 14547 (32, 10) 14579 epoch: 517, [Discriminator :: d_loss: 0.732766], [ Generator :: loss: 0.210582] random_index: 3082 (32, 10) 3114 epoch: 518, [Discriminator :: d_loss: 0.736006], [ Generator :: loss: 0.234284] random_index: 1404 (32, 10) 1436 epoch: 519, [Discriminator :: d_loss: 0.718919], [ Generator :: loss: 0.218655] random_index: 21296 (32, 10) 21328 epoch: 520, [Discriminator :: d_loss: 0.714132], [ Generator :: loss: 0.189533] random_index: 8285 (32, 10) 8317 epoch: 521, [Discriminator :: d_loss: 0.740459], [ Generator :: loss: 0.178926] random_index: 10535 (32, 10) 10567 epoch: 522, [Discriminator :: d_loss: 0.708861], [ Generator :: loss: 0.175910] random_index: 10863 (32, 10) 10895 epoch: 523, [Discriminator :: 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epoch: 532, [Discriminator :: d_loss: 0.730133], [ Generator :: loss: 0.207321] random_index: 6696 (32, 10) 6728 epoch: 533, [Discriminator :: d_loss: 0.722739], [ Generator :: loss: 0.194945] random_index: 8397 (32, 10) 8429 epoch: 534, [Discriminator :: d_loss: 0.716526], [ Generator :: loss: 0.176639] random_index: 21658 (32, 10) 21690 epoch: 535, [Discriminator :: d_loss: 0.715049], [ Generator :: loss: 0.151244] random_index: 9167 (32, 10) 9199 epoch: 536, [Discriminator :: d_loss: 0.722969], [ Generator :: loss: 0.157265] random_index: 36827 (32, 10) 36859 epoch: 537, [Discriminator :: d_loss: 0.740288], [ Generator :: loss: 0.177307] random_index: 23411 (32, 10) 23443 epoch: 538, [Discriminator :: d_loss: 0.711732], [ Generator :: loss: 0.195138] random_index: 3189 (32, 10) 3221 epoch: 539, [Discriminator :: d_loss: 0.728440], [ Generator :: loss: 0.208670] random_index: 37870 (32, 10) 37902 epoch: 540, [Discriminator :: d_loss: 0.735676], [ Generator :: loss: 0.208230] random_index: 37785 (32, 10) 37817 epoch: 541, [Discriminator :: d_loss: 0.717319], [ Generator :: loss: 0.185608] random_index: 320 (32, 10) 352 epoch: 542, [Discriminator :: d_loss: 0.707158], [ Generator :: loss: 0.163018] random_index: 35125 (32, 10) 35157 epoch: 543, [Discriminator :: d_loss: 0.704318], [ Generator :: loss: 0.166747] random_index: 36871 (32, 10) 36903 epoch: 544, [Discriminator :: d_loss: 0.715111], [ Generator :: loss: 0.171767] random_index: 16604 (32, 10) 16636 epoch: 545, [Discriminator :: d_loss: 0.700630], [ Generator :: loss: 0.179699] random_index: 20408 (32, 10) 20440 epoch: 546, [Discriminator :: d_loss: 0.700310], [ Generator :: loss: 0.181742] random_index: 38271 (32, 10) 38303 epoch: 547, [Discriminator :: d_loss: 0.710755], [ Generator :: loss: 0.179778] random_index: 17212 (32, 10) 17244 epoch: 548, [Discriminator :: d_loss: 0.702486], [ Generator :: loss: 0.181814] random_index: 11729 (32, 10) 11761 epoch: 549, [Discriminator :: d_loss: 0.715165], 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[Discriminator :: d_loss: 0.702692], [ Generator :: loss: 0.190182] random_index: 35927 (32, 10) 35959 epoch: 559, [Discriminator :: d_loss: 0.718360], [ Generator :: loss: 0.181318] random_index: 34829 (32, 10) 34861 epoch: 560, [Discriminator :: d_loss: 0.709104], [ Generator :: loss: 0.193589] random_index: 34054 (32, 10) 34086 epoch: 561, [Discriminator :: d_loss: 0.703282], [ Generator :: loss: 0.202860] random_index: 34037 (32, 10) 34069 epoch: 562, [Discriminator :: d_loss: 0.702663], [ Generator :: loss: 0.190949] random_index: 20768 (32, 10) 20800 epoch: 563, [Discriminator :: d_loss: 0.715603], [ Generator :: loss: 0.189339] random_index: 2038 (32, 10) 2070 epoch: 564, [Discriminator :: d_loss: 0.704242], [ Generator :: loss: 0.187379] random_index: 15531 (32, 10) 15563 epoch: 565, [Discriminator :: d_loss: 0.701103], [ Generator :: loss: 0.175163] random_index: 12063 (32, 10) 12095 epoch: 566, [Discriminator :: d_loss: 0.693282], [ Generator :: loss: 0.170080] random_index: 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loss: 0.168915] random_index: 18311 (32, 10) 18343 epoch: 576, [Discriminator :: d_loss: 0.719805], [ Generator :: loss: 0.179285] random_index: 14530 (32, 10) 14562 epoch: 577, [Discriminator :: d_loss: 0.703465], [ Generator :: loss: 0.189721] random_index: 33248 (32, 10) 33280 epoch: 578, [Discriminator :: d_loss: 0.686686], [ Generator :: loss: 0.202986] random_index: 7724 (32, 10) 7756 epoch: 579, [Discriminator :: d_loss: 0.714808], [ Generator :: loss: 0.203539] random_index: 32570 (32, 10) 32602 epoch: 580, [Discriminator :: d_loss: 0.705576], [ Generator :: loss: 0.196970] random_index: 28576 (32, 10) 28608 epoch: 581, [Discriminator :: d_loss: 0.698697], [ Generator :: loss: 0.179098] random_index: 14624 (32, 10) 14656 epoch: 582, [Discriminator :: d_loss: 0.724556], [ Generator :: loss: 0.165808] random_index: 36347 (32, 10) 36379 epoch: 583, [Discriminator :: d_loss: 0.702011], [ Generator :: loss: 0.169864] random_index: 27697 (32, 10) 27729 epoch: 584, [Discriminator :: 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0.703113], [ Generator :: loss: 0.164440] random_index: 41269 (32, 10) 41301 epoch: 672, [Discriminator :: d_loss: 0.716963], [ Generator :: loss: 0.176895] random_index: 7301 (32, 10) 7333 epoch: 673, [Discriminator :: d_loss: 0.709217], [ Generator :: loss: 0.185154] random_index: 31350 (32, 10) 31382 epoch: 674, [Discriminator :: d_loss: 0.699419], [ Generator :: loss: 0.192101] random_index: 19357 (32, 10) 19389 epoch: 675, [Discriminator :: d_loss: 0.713581], [ Generator :: loss: 0.182283] random_index: 19065 (32, 10) 19097 epoch: 676, [Discriminator :: d_loss: 0.706769], [ Generator :: loss: 0.178599] random_index: 27352 (32, 10) 27384 epoch: 677, [Discriminator :: d_loss: 0.701600], [ Generator :: loss: 0.173896] random_index: 19631 (32, 10) 19663 epoch: 678, [Discriminator :: d_loss: 0.723708], [ Generator :: loss: 0.188550] random_index: 30190 (32, 10) 30222 epoch: 679, [Discriminator :: d_loss: 0.708717], [ Generator :: loss: 0.189243] random_index: 20502 (32, 10) 20534 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random_index: 1752 (32, 10) 1784 epoch: 689, [Discriminator :: d_loss: 0.707717], [ Generator :: loss: 0.182778] random_index: 8356 (32, 10) 8388 epoch: 690, [Discriminator :: d_loss: 0.699689], [ Generator :: loss: 0.174448] random_index: 33558 (32, 10) 33590 epoch: 691, [Discriminator :: d_loss: 0.704475], [ Generator :: loss: 0.167980] random_index: 20500 (32, 10) 20532 epoch: 692, [Discriminator :: d_loss: 0.696766], [ Generator :: loss: 0.167379] random_index: 24295 (32, 10) 24327 epoch: 693, [Discriminator :: d_loss: 0.712474], [ Generator :: loss: 0.174979] random_index: 24106 (32, 10) 24138 epoch: 694, [Discriminator :: d_loss: 0.707413], [ Generator :: loss: 0.185374] random_index: 25256 (32, 10) 25288 epoch: 695, [Discriminator :: d_loss: 0.709697], [ Generator :: loss: 0.188894] random_index: 39481 (32, 10) 39513 epoch: 696, [Discriminator :: d_loss: 0.719996], [ Generator :: loss: 0.195330] random_index: 17588 (32, 10) 17620 epoch: 697, [Discriminator :: d_loss: 0.706846], [ Generator :: loss: 0.184617] random_index: 13396 (32, 10) 13428 epoch: 698, [Discriminator :: d_loss: 0.712917], [ Generator :: loss: 0.178423] random_index: 37473 (32, 10) 37505 epoch: 699, [Discriminator :: d_loss: 0.732244], [ Generator :: loss: 0.176465] random_index: 6153 (32, 10) 6185 epoch: 700, [Discriminator :: d_loss: 0.691768], [ Generator :: loss: 0.176790] random_index: 27801 (32, 10) 27833 epoch: 701, [Discriminator :: d_loss: 0.711681], [ Generator :: loss: 0.177212] random_index: 6521 (32, 10) 6553 epoch: 702, [Discriminator :: d_loss: 0.704473], [ Generator :: loss: 0.175921] random_index: 20991 (32, 10) 21023 epoch: 703, [Discriminator :: d_loss: 0.714995], [ Generator :: loss: 0.177214] random_index: 22437 (32, 10) 22469 epoch: 704, [Discriminator :: d_loss: 0.701738], [ Generator :: loss: 0.176044] random_index: 41242 (32, 10) 41274 epoch: 705, [Discriminator :: d_loss: 0.696206], [ Generator :: loss: 0.176889] random_index: 4521 (32, 10) 4553 epoch: 706, [Discriminator :: d_loss: 0.711735], [ Generator :: loss: 0.163593] random_index: 34356 (32, 10) 34388 epoch: 707, [Discriminator :: d_loss: 0.730223], [ Generator :: loss: 0.167584] random_index: 24924 (32, 10) 24956 epoch: 708, [Discriminator :: d_loss: 0.702022], [ Generator :: loss: 0.164453] random_index: 38925 (32, 10) 38957 epoch: 709, [Discriminator :: d_loss: 0.714569], [ Generator :: loss: 0.184796] random_index: 36537 (32, 10) 36569 epoch: 710, [Discriminator :: d_loss: 0.706267], [ Generator :: loss: 0.184087] random_index: 5516 (32, 10) 5548 epoch: 711, [Discriminator :: d_loss: 0.709675], [ Generator :: loss: 0.189394] random_index: 31106 (32, 10) 31138 epoch: 712, [Discriminator :: d_loss: 0.700865], [ Generator :: loss: 0.188463] random_index: 7725 (32, 10) 7757 epoch: 713, [Discriminator :: d_loss: 0.719175], [ Generator :: loss: 0.183776] random_index: 21746 (32, 10) 21778 epoch: 714, [Discriminator :: d_loss: 0.745591], [ Generator :: loss: 0.181524] random_index: 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loss: 0.191042] random_index: 16458 (32, 10) 16490 epoch: 724, [Discriminator :: d_loss: 0.710155], [ Generator :: loss: 0.187678] random_index: 23064 (32, 10) 23096 epoch: 725, [Discriminator :: d_loss: 0.700121], [ Generator :: loss: 0.184660] random_index: 18804 (32, 10) 18836 epoch: 726, [Discriminator :: d_loss: 0.698015], [ Generator :: loss: 0.182857] random_index: 36133 (32, 10) 36165 epoch: 727, [Discriminator :: d_loss: 0.701081], [ Generator :: loss: 0.173300] random_index: 19643 (32, 10) 19675 epoch: 728, [Discriminator :: d_loss: 0.704713], [ Generator :: loss: 0.172683] random_index: 1944 (32, 10) 1976 epoch: 729, [Discriminator :: d_loss: 0.690589], [ Generator :: loss: 0.183644] random_index: 17646 (32, 10) 17678 epoch: 730, [Discriminator :: d_loss: 0.707290], [ Generator :: loss: 0.186939] random_index: 12547 (32, 10) 12579 epoch: 731, [Discriminator :: d_loss: 0.680972], [ Generator :: loss: 0.187727] random_index: 34794 (32, 10) 34826 epoch: 732, [Discriminator :: 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0.691754], [ Generator :: loss: 0.162882] random_index: 4679 (32, 10) 4711 epoch: 2160, [Discriminator :: d_loss: 0.699566], [ Generator :: loss: 0.146602] random_index: 26673 (32, 10) 26705 epoch: 2161, [Discriminator :: d_loss: 0.702553], [ Generator :: loss: 0.158012] random_index: 34324 (32, 10) 34356 epoch: 2162, [Discriminator :: d_loss: 0.705617], [ Generator :: loss: 0.168633] random_index: 38691 (32, 10) 38723 epoch: 2163, [Discriminator :: d_loss: 0.698724], [ Generator :: loss: 0.193571] random_index: 18995 (32, 10) 19027 epoch: 2164, [Discriminator :: d_loss: 0.712867], [ Generator :: loss: 0.193377] random_index: 24613 (32, 10) 24645 epoch: 2165, [Discriminator :: d_loss: 0.709678], [ Generator :: loss: 0.181887] random_index: 3962 (32, 10) 3994 epoch: 2166, [Discriminator :: d_loss: 0.690944], [ Generator :: loss: 0.162878] random_index: 37122 (32, 10) 37154 epoch: 2167, [Discriminator :: d_loss: 0.705797], [ Generator :: loss: 0.150290] random_index: 35034 (32, 10) 35066 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loss: 0.156717] random_index: 12500 (32, 10) 12532 epoch: 2298, [Discriminator :: d_loss: 0.707400], [ Generator :: loss: 0.177837] random_index: 16919 (32, 10) 16951 epoch: 2299, [Discriminator :: d_loss: 0.697329], [ Generator :: loss: 0.198460] random_index: 24251 (32, 10) 24283 epoch: 2300, [Discriminator :: d_loss: 0.708848], [ Generator :: loss: 0.180371] random_index: 24924 (32, 10) 24956 epoch: 2301, [Discriminator :: d_loss: 0.699264], [ Generator :: loss: 0.150892] random_index: 5705 (32, 10) 5737 epoch: 2302, [Discriminator :: d_loss: 0.701501], [ Generator :: loss: 0.142034] random_index: 41871 (32, 10) 41903 epoch: 2303, [Discriminator :: d_loss: 0.710389], [ Generator :: loss: 0.153730] random_index: 8243 (32, 10) 8275 epoch: 2304, [Discriminator :: d_loss: 0.703812], [ Generator :: loss: 0.168660] random_index: 12230 (32, 10) 12262 epoch: 2305, [Discriminator :: d_loss: 0.710027], [ Generator :: loss: 0.187079] random_index: 24052 (32, 10) 24084 epoch: 2306, 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10) 29327 epoch: 2600, [Discriminator :: d_loss: 0.706847], [ Generator :: loss: 0.151332] random_index: 16631 (32, 10) 16663 epoch: 2601, [Discriminator :: d_loss: 0.709041], [ Generator :: loss: 0.147315] random_index: 36185 (32, 10) 36217 epoch: 2602, [Discriminator :: d_loss: 0.696980], [ Generator :: loss: 0.172316] random_index: 28106 (32, 10) 28138 epoch: 2603, [Discriminator :: d_loss: 0.698028], [ Generator :: loss: 0.189127] random_index: 34802 (32, 10) 34834 epoch: 2604, [Discriminator :: d_loss: 0.707537], [ Generator :: loss: 0.181398] random_index: 21981 (32, 10) 22013 epoch: 2605, [Discriminator :: d_loss: 0.708238], [ Generator :: loss: 0.188091] random_index: 33852 (32, 10) 33884 epoch: 2606, [Discriminator :: d_loss: 0.709790], [ Generator :: loss: 0.168753] random_index: 29646 (32, 10) 29678 epoch: 2607, [Discriminator :: d_loss: 0.708712], [ Generator :: loss: 0.163685] random_index: 15929 (32, 10) 15961 epoch: 2608, [Discriminator :: d_loss: 0.707607], [ Generator 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0.701550], [ Generator :: loss: 0.141543] random_index: 24586 (32, 10) 24618 epoch: 2704, [Discriminator :: d_loss: 0.725881], [ Generator :: loss: 0.157454] random_index: 22355 (32, 10) 22387 epoch: 2705, [Discriminator :: d_loss: 0.714899], [ Generator :: loss: 0.201934] random_index: 5573 (32, 10) 5605 epoch: 2706, [Discriminator :: d_loss: 0.712568], [ Generator :: loss: 0.208314] random_index: 17162 (32, 10) 17194 epoch: 2707, [Discriminator :: d_loss: 0.698930], [ Generator :: loss: 0.190462] random_index: 1030 (32, 10) 1062 epoch: 2708, [Discriminator :: d_loss: 0.716716], [ Generator :: loss: 0.158951] random_index: 24496 (32, 10) 24528 epoch: 2709, [Discriminator :: d_loss: 0.703887], [ Generator :: loss: 0.140236] random_index: 16251 (32, 10) 16283 epoch: 2710, [Discriminator :: d_loss: 0.722525], [ Generator :: loss: 0.167345] random_index: 37884 (32, 10) 37916 epoch: 2711, [Discriminator :: d_loss: 0.721302], [ Generator :: loss: 0.205123] random_index: 40868 (32, 10) 40900 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0.699069], [ Generator :: loss: 0.155541] random_index: 24164 (32, 10) 24196 epoch: 3343, [Discriminator :: d_loss: 0.709222], [ Generator :: loss: 0.147074] random_index: 40116 (32, 10) 40148 epoch: 3344, [Discriminator :: d_loss: 0.705546], [ Generator :: loss: 0.155865] random_index: 39875 (32, 10) 39907 epoch: 3345, [Discriminator :: d_loss: 0.717445], [ Generator :: loss: 0.171977] random_index: 14331 (32, 10) 14363 epoch: 3346, [Discriminator :: d_loss: 0.710940], [ Generator :: loss: 0.187662] random_index: 18306 (32, 10) 18338 epoch: 3347, [Discriminator :: d_loss: 0.727423], [ Generator :: loss: 0.169215] random_index: 17643 (32, 10) 17675 epoch: 3348, [Discriminator :: d_loss: 0.725196], [ Generator :: loss: 0.181342] random_index: 25559 (32, 10) 25591 epoch: 3349, [Discriminator :: d_loss: 0.724023], [ Generator :: loss: 0.178426] random_index: 11789 (32, 10) 11821 epoch: 3350, [Discriminator :: d_loss: 0.730724], [ Generator :: loss: 0.162192] random_index: 11362 (32, 10) 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[Discriminator :: d_loss: 0.702768], [ Generator :: loss: 0.151297] random_index: 6712 (32, 10) 6744 epoch: 3464, [Discriminator :: d_loss: 0.713894], [ Generator :: loss: 0.159274] random_index: 28472 (32, 10) 28504 epoch: 3465, [Discriminator :: d_loss: 0.698617], [ Generator :: loss: 0.152605] random_index: 33806 (32, 10) 33838 epoch: 3466, [Discriminator :: d_loss: 0.703342], [ Generator :: loss: 0.169432] random_index: 32205 (32, 10) 32237 epoch: 3467, [Discriminator :: d_loss: 0.704802], [ Generator :: loss: 0.161425] random_index: 18435 (32, 10) 18467 epoch: 3468, [Discriminator :: d_loss: 0.717578], [ Generator :: loss: 0.164198] random_index: 40528 (32, 10) 40560 epoch: 3469, [Discriminator :: d_loss: 0.709450], [ Generator :: loss: 0.169129] random_index: 17773 (32, 10) 17805 epoch: 3470, [Discriminator :: d_loss: 0.707232], [ Generator :: loss: 0.171268] random_index: 16903 (32, 10) 16935 epoch: 3471, [Discriminator :: d_loss: 0.711310], [ Generator :: loss: 0.166386] 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0.705913], [ Generator :: loss: 0.157272] random_index: 41457 (32, 10) 41489 epoch: 3481, [Discriminator :: d_loss: 0.709098], [ Generator :: loss: 0.188453] random_index: 30667 (32, 10) 30699 epoch: 3482, [Discriminator :: d_loss: 0.712088], [ Generator :: loss: 0.187158] random_index: 24118 (32, 10) 24150 epoch: 3483, [Discriminator :: d_loss: 0.721691], [ Generator :: loss: 0.166603] random_index: 10498 (32, 10) 10530 epoch: 3484, [Discriminator :: d_loss: 0.709182], [ Generator :: loss: 0.147081] random_index: 2886 (32, 10) 2918 epoch: 3485, [Discriminator :: d_loss: 0.727440], [ Generator :: loss: 0.145861] random_index: 15097 (32, 10) 15129 epoch: 3486, [Discriminator :: d_loss: 0.720970], [ Generator :: loss: 0.168311] random_index: 13466 (32, 10) 13498 epoch: 3487, [Discriminator :: d_loss: 0.711958], [ Generator :: loss: 0.181066] random_index: 12085 (32, 10) 12117 epoch: 3488, [Discriminator :: d_loss: 0.708984], [ Generator :: loss: 0.170085] random_index: 14224 (32, 10) 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0.710818], [ Generator :: loss: 0.175410] random_index: 5657 (32, 10) 5689 epoch: 3662, [Discriminator :: d_loss: 0.713050], [ Generator :: loss: 0.176502] random_index: 29481 (32, 10) 29513 epoch: 3663, [Discriminator :: d_loss: 0.709844], [ Generator :: loss: 0.168969] random_index: 28518 (32, 10) 28550 epoch: 3664, [Discriminator :: d_loss: 0.703752], [ Generator :: loss: 0.163146] random_index: 28839 (32, 10) 28871 epoch: 3665, [Discriminator :: d_loss: 0.720933], [ Generator :: loss: 0.155620] random_index: 34511 (32, 10) 34543 epoch: 3666, [Discriminator :: d_loss: 0.696904], [ Generator :: loss: 0.145917] random_index: 22769 (32, 10) 22801 epoch: 3667, [Discriminator :: d_loss: 0.723514], [ Generator :: loss: 0.173735] random_index: 4910 (32, 10) 4942 epoch: 3668, [Discriminator :: d_loss: 0.710325], [ Generator :: loss: 0.181353] random_index: 29596 (32, 10) 29628 epoch: 3669, [Discriminator :: d_loss: 0.715374], [ Generator :: loss: 0.168011] random_index: 35185 (32, 10) 35217 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0.712196], [ Generator :: loss: 0.171046] random_index: 3616 (32, 10) 3648 epoch: 3800, [Discriminator :: d_loss: 0.713024], [ Generator :: loss: 0.168119] random_index: 31174 (32, 10) 31206 epoch: 3801, [Discriminator :: d_loss: 0.703559], [ Generator :: loss: 0.158718] random_index: 23169 (32, 10) 23201 epoch: 3802, [Discriminator :: d_loss: 0.720123], [ Generator :: loss: 0.130665] random_index: 17879 (32, 10) 17911 epoch: 3803, [Discriminator :: d_loss: 0.730182], [ Generator :: loss: 0.150428] random_index: 12647 (32, 10) 12679 epoch: 3804, [Discriminator :: d_loss: 0.706550], [ Generator :: loss: 0.166277] random_index: 805 (32, 10) 837 epoch: 3805, [Discriminator :: d_loss: 0.716087], [ Generator :: loss: 0.177237] random_index: 36636 (32, 10) 36668 epoch: 3806, [Discriminator :: d_loss: 0.719165], [ Generator :: loss: 0.169144] random_index: 3982 (32, 10) 4014 epoch: 3807, [Discriminator :: d_loss: 0.715132], [ Generator :: loss: 0.140324] random_index: 27668 (32, 10) 27700 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0.724874], [ Generator :: loss: 0.167987] random_index: 19970 (32, 10) 20002 epoch: 4785, [Discriminator :: d_loss: 0.739900], [ Generator :: loss: 0.170117] random_index: 34896 (32, 10) 34928 epoch: 4786, [Discriminator :: d_loss: 0.729699], [ Generator :: loss: 0.164994] random_index: 26311 (32, 10) 26343 epoch: 4787, [Discriminator :: d_loss: 0.719846], [ Generator :: loss: 0.153430] random_index: 314 (32, 10) 346 epoch: 4788, [Discriminator :: d_loss: 0.716257], [ Generator :: loss: 0.158055] random_index: 38825 (32, 10) 38857 epoch: 4789, [Discriminator :: d_loss: 0.726816], [ Generator :: loss: 0.155198] random_index: 31783 (32, 10) 31815 epoch: 4790, [Discriminator :: d_loss: 0.717891], [ Generator :: loss: 0.159358] random_index: 24992 (32, 10) 25024 epoch: 4791, [Discriminator :: d_loss: 0.718427], [ Generator :: loss: 0.168283] random_index: 6841 (32, 10) 6873 epoch: 4792, [Discriminator :: d_loss: 0.720651], [ Generator :: loss: 0.166714] random_index: 7010 (32, 10) 7042 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0.729260], [ Generator :: loss: 0.175387] random_index: 11386 (32, 10) 11418 epoch: 5139, [Discriminator :: d_loss: 0.715522], [ Generator :: loss: 0.155414] random_index: 35184 (32, 10) 35216 epoch: 5140, [Discriminator :: d_loss: 0.739205], [ Generator :: loss: 0.161387] random_index: 26720 (32, 10) 26752 epoch: 5141, [Discriminator :: d_loss: 0.719860], [ Generator :: loss: 0.165035] random_index: 6501 (32, 10) 6533 epoch: 5142, [Discriminator :: d_loss: 0.711829], [ Generator :: loss: 0.156213] random_index: 9420 (32, 10) 9452 epoch: 5143, [Discriminator :: d_loss: 0.702969], [ Generator :: loss: 0.150027] random_index: 36990 (32, 10) 37022 epoch: 5144, [Discriminator :: d_loss: 0.721996], [ Generator :: loss: 0.160121] random_index: 36579 (32, 10) 36611 epoch: 5145, [Discriminator :: d_loss: 0.721014], [ Generator :: loss: 0.170925] random_index: 28594 (32, 10) 28626 epoch: 5146, [Discriminator :: d_loss: 0.712352], [ Generator :: loss: 0.172517] random_index: 11481 (32, 10) 11513 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0.734733], [ Generator :: loss: 0.144413] random_index: 31413 (32, 10) 31445 epoch: 5657, [Discriminator :: d_loss: 0.733640], [ Generator :: loss: 0.133552] random_index: 25400 (32, 10) 25432 epoch: 5658, [Discriminator :: d_loss: 0.721368], [ Generator :: loss: 0.131077] random_index: 23799 (32, 10) 23831 epoch: 5659, [Discriminator :: d_loss: 0.730325], [ Generator :: loss: 0.133770] random_index: 9800 (32, 10) 9832 epoch: 5660, [Discriminator :: d_loss: 0.718968], [ Generator :: loss: 0.154704] random_index: 11331 (32, 10) 11363 epoch: 5661, [Discriminator :: d_loss: 0.728032], [ Generator :: loss: 0.167894] random_index: 25341 (32, 10) 25373 epoch: 5662, [Discriminator :: d_loss: 0.720079], [ Generator :: loss: 0.171929] random_index: 19209 (32, 10) 19241 epoch: 5663, [Discriminator :: d_loss: 0.723176], [ Generator :: loss: 0.157660] random_index: 5709 (32, 10) 5741 epoch: 5664, [Discriminator :: d_loss: 0.726523], [ Generator :: loss: 0.153036] random_index: 23761 (32, 10) 23793 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0.741313], [ Generator :: loss: 0.141622] random_index: 5719 (32, 10) 5751 epoch: 5726, [Discriminator :: d_loss: 0.726829], [ Generator :: loss: 0.150953] random_index: 5180 (32, 10) 5212 epoch: 5727, [Discriminator :: d_loss: 0.717236], [ Generator :: loss: 0.159362] random_index: 29825 (32, 10) 29857 epoch: 5728, [Discriminator :: d_loss: 0.718920], [ Generator :: loss: 0.163014] random_index: 4680 (32, 10) 4712 epoch: 5729, [Discriminator :: d_loss: 0.723242], [ Generator :: loss: 0.166066] random_index: 6006 (32, 10) 6038 epoch: 5730, [Discriminator :: d_loss: 0.715882], [ Generator :: loss: 0.156755] random_index: 39138 (32, 10) 39170 epoch: 5731, [Discriminator :: d_loss: 0.732235], [ Generator :: loss: 0.155503] random_index: 33970 (32, 10) 34002 epoch: 5732, [Discriminator :: d_loss: 0.727088], [ Generator :: loss: 0.160844] random_index: 12233 (32, 10) 12265 epoch: 5733, [Discriminator :: d_loss: 0.721314], [ Generator :: loss: 0.160348] random_index: 5016 (32, 10) 5048 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Generator :: loss: 0.157904] random_index: 36341 (32, 10) 36373 epoch: 6728, [Discriminator :: d_loss: 0.721216], [ Generator :: loss: 0.133308] random_index: 37992 (32, 10) 38024 epoch: 6729, [Discriminator :: d_loss: 0.721407], [ Generator :: loss: 0.130515] random_index: 34773 (32, 10) 34805 epoch: 6730, [Discriminator :: d_loss: 0.719728], [ Generator :: loss: 0.151158] random_index: 9543 (32, 10) 9575 epoch: 6731, [Discriminator :: d_loss: 0.722469], [ Generator :: loss: 0.165724] random_index: 19846 (32, 10) 19878 epoch: 6732, [Discriminator :: d_loss: 0.727050], [ Generator :: loss: 0.167426] random_index: 1528 (32, 10) 1560 epoch: 6733, [Discriminator :: d_loss: 0.722363], [ Generator :: loss: 0.161791] random_index: 37688 (32, 10) 37720 epoch: 6734, [Discriminator :: d_loss: 0.728616], [ Generator :: loss: 0.137642] random_index: 28840 (32, 10) 28872 epoch: 6735, [Discriminator :: d_loss: 0.738664], [ Generator :: loss: 0.158008] random_index: 18974 (32, 10) 19006 epoch: 6736, 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0.724922], [ Generator :: loss: 0.143311] random_index: 33732 (32, 10) 33764 epoch: 6754, [Discriminator :: d_loss: 0.722577], [ Generator :: loss: 0.164871] random_index: 15852 (32, 10) 15884 epoch: 6755, [Discriminator :: d_loss: 0.727805], [ Generator :: loss: 0.187082] random_index: 5112 (32, 10) 5144 epoch: 6756, [Discriminator :: d_loss: 0.721010], [ Generator :: loss: 0.190842] random_index: 37024 (32, 10) 37056 epoch: 6757, [Discriminator :: d_loss: 0.727316], [ Generator :: loss: 0.156312] random_index: 17098 (32, 10) 17130 epoch: 6758, [Discriminator :: d_loss: 0.721294], [ Generator :: loss: 0.132378] random_index: 39809 (32, 10) 39841 epoch: 6759, [Discriminator :: d_loss: 0.715659], [ Generator :: loss: 0.127227] random_index: 31538 (32, 10) 31570 epoch: 6760, [Discriminator :: d_loss: 0.742258], [ Generator :: loss: 0.157343] random_index: 22564 (32, 10) 22596 epoch: 6761, [Discriminator :: d_loss: 0.725408], [ Generator :: loss: 0.184378] random_index: 11957 (32, 10) 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epoch: 6909, [Discriminator :: d_loss: 0.730980], [ Generator :: loss: 0.172108] random_index: 30307 (32, 10) 30339 epoch: 6910, [Discriminator :: d_loss: 0.718152], [ Generator :: loss: 0.159658] random_index: 1328 (32, 10) 1360 epoch: 6911, [Discriminator :: d_loss: 0.710379], [ Generator :: loss: 0.146353] random_index: 774 (32, 10) 806 epoch: 6912, [Discriminator :: d_loss: 0.732302], [ Generator :: loss: 0.149604] random_index: 42 (32, 10) 74 epoch: 6913, [Discriminator :: d_loss: 0.724782], [ Generator :: loss: 0.153392] random_index: 21921 (32, 10) 21953 epoch: 6914, [Discriminator :: d_loss: 0.712780], [ Generator :: loss: 0.160823] random_index: 14173 (32, 10) 14205 epoch: 6915, [Discriminator :: d_loss: 0.723132], [ Generator :: loss: 0.162269] random_index: 37656 (32, 10) 37688 epoch: 6916, [Discriminator :: d_loss: 0.710717], [ Generator :: loss: 0.151318] random_index: 25358 (32, 10) 25390 epoch: 6917, [Discriminator :: d_loss: 0.719147], [ Generator :: loss: 0.153832] 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epoch: 6935, [Discriminator :: d_loss: 0.716924], [ Generator :: loss: 0.139706] random_index: 17712 (32, 10) 17744 epoch: 6936, [Discriminator :: d_loss: 0.710328], [ Generator :: loss: 0.140506] random_index: 17779 (32, 10) 17811 epoch: 6937, [Discriminator :: d_loss: 0.721627], [ Generator :: loss: 0.138048] random_index: 1427 (32, 10) 1459 epoch: 6938, [Discriminator :: d_loss: 0.713191], [ Generator :: loss: 0.146591] random_index: 25458 (32, 10) 25490 epoch: 6939, [Discriminator :: d_loss: 0.718999], [ Generator :: loss: 0.173103] random_index: 41888 (32, 10) 41920 epoch: 6940, [Discriminator :: d_loss: 0.734301], [ Generator :: loss: 0.174880] random_index: 11602 (32, 10) 11634 epoch: 6941, [Discriminator :: d_loss: 0.720198], [ Generator :: loss: 0.167959] random_index: 39000 (32, 10) 39032 epoch: 6942, [Discriminator :: d_loss: 0.720887], [ Generator :: loss: 0.146352] random_index: 26215 (32, 10) 26247 epoch: 6943, [Discriminator :: d_loss: 0.730351], [ Generator :: loss: 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0.727699], [ Generator :: loss: 0.140991] random_index: 12028 (32, 10) 12060 epoch: 7039, [Discriminator :: d_loss: 0.714508], [ Generator :: loss: 0.156006] random_index: 15964 (32, 10) 15996 epoch: 7040, [Discriminator :: d_loss: 0.714439], [ Generator :: loss: 0.155293] random_index: 23952 (32, 10) 23984 epoch: 7041, [Discriminator :: d_loss: 0.724599], [ Generator :: loss: 0.156474] random_index: 22509 (32, 10) 22541 epoch: 7042, [Discriminator :: d_loss: 0.719881], [ Generator :: loss: 0.154938] random_index: 5074 (32, 10) 5106 epoch: 7043, [Discriminator :: d_loss: 0.725418], [ Generator :: loss: 0.157375] random_index: 7822 (32, 10) 7854 epoch: 7044, [Discriminator :: d_loss: 0.719155], [ Generator :: loss: 0.154361] random_index: 20620 (32, 10) 20652 epoch: 7045, [Discriminator :: d_loss: 0.729378], [ Generator :: loss: 0.154590] random_index: 5764 (32, 10) 5796 epoch: 7046, [Discriminator :: d_loss: 0.721757], [ Generator :: loss: 0.159296] random_index: 31265 (32, 10) 31297 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0.735327], [ Generator :: loss: 0.171885] random_index: 216 (32, 10) 248 epoch: 7298, [Discriminator :: d_loss: 0.725013], [ Generator :: loss: 0.158621] random_index: 32884 (32, 10) 32916 epoch: 7299, [Discriminator :: d_loss: 0.717600], [ Generator :: loss: 0.144897] random_index: 28062 (32, 10) 28094 epoch: 7300, [Discriminator :: d_loss: 0.728785], [ Generator :: loss: 0.138730] random_index: 30868 (32, 10) 30900 epoch: 7301, [Discriminator :: d_loss: 0.712277], [ Generator :: loss: 0.132224] random_index: 30896 (32, 10) 30928 epoch: 7302, [Discriminator :: d_loss: 0.726162], [ Generator :: loss: 0.153071] random_index: 28102 (32, 10) 28134 epoch: 7303, [Discriminator :: d_loss: 0.725874], [ Generator :: loss: 0.166712] random_index: 1953 (32, 10) 1985 epoch: 7304, [Discriminator :: d_loss: 0.724450], [ Generator :: loss: 0.164954] random_index: 32003 (32, 10) 32035 epoch: 7305, [Discriminator :: d_loss: 0.733244], [ Generator :: loss: 0.155143] random_index: 7414 (32, 10) 7446 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0.719931], [ Generator :: loss: 0.168126] random_index: 19648 (32, 10) 19680 epoch: 7652, [Discriminator :: d_loss: 0.726391], [ Generator :: loss: 0.181763] random_index: 21012 (32, 10) 21044 epoch: 7653, [Discriminator :: d_loss: 0.722079], [ Generator :: loss: 0.177540] random_index: 2354 (32, 10) 2386 epoch: 7654, [Discriminator :: d_loss: 0.723435], [ Generator :: loss: 0.153922] random_index: 13238 (32, 10) 13270 epoch: 7655, [Discriminator :: d_loss: 0.713602], [ Generator :: loss: 0.131234] random_index: 18118 (32, 10) 18150 epoch: 7656, [Discriminator :: d_loss: 0.736377], [ Generator :: loss: 0.150937] random_index: 11895 (32, 10) 11927 epoch: 7657, [Discriminator :: d_loss: 0.718144], [ Generator :: loss: 0.170856] random_index: 21345 (32, 10) 21377 epoch: 7658, [Discriminator :: d_loss: 0.711300], [ Generator :: loss: 0.163268] random_index: 6769 (32, 10) 6801 epoch: 7659, [Discriminator :: d_loss: 0.730772], [ Generator :: loss: 0.156736] random_index: 26579 (32, 10) 26611 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Generator :: loss: 0.163404] random_index: 332 (32, 10) 364 epoch: 8205, [Discriminator :: d_loss: 0.729938], [ Generator :: loss: 0.167391] random_index: 9244 (32, 10) 9276 epoch: 8206, [Discriminator :: d_loss: 0.732954], [ Generator :: loss: 0.174023] random_index: 19537 (32, 10) 19569 epoch: 8207, [Discriminator :: d_loss: 0.731305], [ Generator :: loss: 0.159732] random_index: 32398 (32, 10) 32430 epoch: 8208, [Discriminator :: d_loss: 0.726163], [ Generator :: loss: 0.131904] random_index: 5938 (32, 10) 5970 epoch: 8209, [Discriminator :: d_loss: 0.728450], [ Generator :: loss: 0.128566] random_index: 22197 (32, 10) 22229 epoch: 8210, [Discriminator :: d_loss: 0.747205], [ Generator :: loss: 0.134210] random_index: 11266 (32, 10) 11298 epoch: 8211, [Discriminator :: d_loss: 0.739628], [ Generator :: loss: 0.152123] random_index: 13633 (32, 10) 13665 epoch: 8212, [Discriminator :: d_loss: 0.737128], [ Generator :: loss: 0.163672] random_index: 35107 (32, 10) 35139 epoch: 8213, 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0.731683], [ Generator :: loss: 0.188340] random_index: 23307 (32, 10) 23339 epoch: 8231, [Discriminator :: d_loss: 0.737749], [ Generator :: loss: 0.173811] random_index: 31628 (32, 10) 31660 epoch: 8232, [Discriminator :: d_loss: 0.736590], [ Generator :: loss: 0.160338] random_index: 6401 (32, 10) 6433 epoch: 8233, [Discriminator :: d_loss: 0.722711], [ Generator :: loss: 0.126698] random_index: 12681 (32, 10) 12713 epoch: 8234, [Discriminator :: d_loss: 0.726353], [ Generator :: loss: 0.125755] random_index: 12659 (32, 10) 12691 epoch: 8235, [Discriminator :: d_loss: 0.732381], [ Generator :: loss: 0.134581] random_index: 8199 (32, 10) 8231 epoch: 8236, [Discriminator :: d_loss: 0.725580], [ Generator :: loss: 0.156471] random_index: 17791 (32, 10) 17823 epoch: 8237, [Discriminator :: d_loss: 0.718985], [ Generator :: loss: 0.172687] random_index: 23958 (32, 10) 23990 epoch: 8238, [Discriminator :: d_loss: 0.727873], [ Generator :: loss: 0.173900] random_index: 13629 (32, 10) 13661 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Generator :: loss: 0.132368] random_index: 37052 (32, 10) 37084 epoch: 8300, [Discriminator :: d_loss: 0.715550], [ Generator :: loss: 0.128014] random_index: 25594 (32, 10) 25626 epoch: 8301, [Discriminator :: d_loss: 0.731858], [ Generator :: loss: 0.143811] random_index: 38167 (32, 10) 38199 epoch: 8302, [Discriminator :: d_loss: 0.740874], [ Generator :: loss: 0.165166] random_index: 35365 (32, 10) 35397 epoch: 8303, [Discriminator :: d_loss: 0.732289], [ Generator :: loss: 0.170995] random_index: 40715 (32, 10) 40747 epoch: 8304, [Discriminator :: d_loss: 0.723979], [ Generator :: loss: 0.173266] random_index: 8729 (32, 10) 8761 epoch: 8305, [Discriminator :: d_loss: 0.725497], [ Generator :: loss: 0.168644] random_index: 8029 (32, 10) 8061 epoch: 8306, [Discriminator :: d_loss: 0.727438], [ Generator :: loss: 0.136654] random_index: 32008 (32, 10) 32040 epoch: 8307, [Discriminator :: d_loss: 0.731073], [ Generator :: loss: 0.137417] random_index: 33516 (32, 10) 33548 epoch: 8308, 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0.736821], [ Generator :: loss: 0.143782] random_index: 10300 (32, 10) 10332 epoch: 8326, [Discriminator :: d_loss: 0.742882], [ Generator :: loss: 0.150873] random_index: 20001 (32, 10) 20033 epoch: 8327, [Discriminator :: d_loss: 0.725232], [ Generator :: loss: 0.162484] random_index: 9607 (32, 10) 9639 epoch: 8328, [Discriminator :: d_loss: 0.728925], [ Generator :: loss: 0.175794] random_index: 40054 (32, 10) 40086 epoch: 8329, [Discriminator :: d_loss: 0.735469], [ Generator :: loss: 0.176046] random_index: 31803 (32, 10) 31835 epoch: 8330, [Discriminator :: d_loss: 0.731565], [ Generator :: loss: 0.165074] random_index: 35314 (32, 10) 35346 epoch: 8331, [Discriminator :: d_loss: 0.727947], [ Generator :: loss: 0.140711] random_index: 7782 (32, 10) 7814 epoch: 8332, [Discriminator :: d_loss: 0.729287], [ Generator :: loss: 0.117979] random_index: 37042 (32, 10) 37074 epoch: 8333, [Discriminator :: d_loss: 0.733824], [ Generator :: loss: 0.142433] random_index: 18670 (32, 10) 18702 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Generator :: loss: 0.157019] random_index: 7286 (32, 10) 7318 epoch: 8369, [Discriminator :: d_loss: 0.723008], [ Generator :: loss: 0.162449] random_index: 36639 (32, 10) 36671 epoch: 8370, [Discriminator :: d_loss: 0.740254], [ Generator :: loss: 0.145271] random_index: 41058 (32, 10) 41090 epoch: 8371, [Discriminator :: d_loss: 0.722341], [ Generator :: loss: 0.149633] random_index: 35276 (32, 10) 35308 epoch: 8372, [Discriminator :: d_loss: 0.734350], [ Generator :: loss: 0.146023] random_index: 2946 (32, 10) 2978 epoch: 8373, [Discriminator :: d_loss: 0.722243], [ Generator :: loss: 0.150988] random_index: 11059 (32, 10) 11091 epoch: 8374, [Discriminator :: d_loss: 0.725829], [ Generator :: loss: 0.147254] random_index: 40764 (32, 10) 40796 epoch: 8375, [Discriminator :: d_loss: 0.732877], [ Generator :: loss: 0.138393] random_index: 37234 (32, 10) 37266 epoch: 8376, [Discriminator :: d_loss: 0.720962], [ Generator :: loss: 0.146178] random_index: 32358 (32, 10) 32390 epoch: 8377, [Discriminator :: d_loss: 0.744191], [ Generator :: loss: 0.160065] random_index: 23455 (32, 10) 23487 epoch: 8378, [Discriminator :: d_loss: 0.724958], [ Generator :: loss: 0.173675] random_index: 35789 (32, 10) 35821 epoch: 8379, [Discriminator :: d_loss: 0.724623], [ Generator :: loss: 0.175077] random_index: 35887 (32, 10) 35919 epoch: 8380, [Discriminator :: d_loss: 0.726073], [ Generator :: loss: 0.156821] random_index: 9075 (32, 10) 9107 epoch: 8381, [Discriminator :: d_loss: 0.734182], [ Generator :: loss: 0.143289] random_index: 31920 (32, 10) 31952 epoch: 8382, [Discriminator :: d_loss: 0.721868], [ Generator :: loss: 0.123928] random_index: 3093 (32, 10) 3125 epoch: 8383, [Discriminator :: d_loss: 0.743522], [ Generator :: loss: 0.136909] random_index: 26815 (32, 10) 26847 epoch: 8384, [Discriminator :: d_loss: 0.735572], [ Generator :: loss: 0.160059] random_index: 1334 (32, 10) 1366 epoch: 8385, [Discriminator :: d_loss: 0.724304], [ Generator :: loss: 0.159746] 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0.721935], [ Generator :: loss: 0.141227] random_index: 1657 (32, 10) 1689 epoch: 8395, [Discriminator :: d_loss: 0.725969], [ Generator :: loss: 0.112964] random_index: 27873 (32, 10) 27905 epoch: 8396, [Discriminator :: d_loss: 0.749865], [ Generator :: loss: 0.127782] random_index: 7478 (32, 10) 7510 epoch: 8397, [Discriminator :: d_loss: 0.722015], [ Generator :: loss: 0.157696] random_index: 26432 (32, 10) 26464 epoch: 8398, [Discriminator :: d_loss: 0.719786], [ Generator :: loss: 0.172115] random_index: 26715 (32, 10) 26747 epoch: 8399, [Discriminator :: d_loss: 0.733272], [ Generator :: loss: 0.170752] random_index: 11654 (32, 10) 11686 epoch: 8400, [Discriminator :: d_loss: 0.722998], [ Generator :: loss: 0.164843] random_index: 5358 (32, 10) 5390 epoch: 8401, [Discriminator :: d_loss: 0.721831], [ Generator :: loss: 0.146850] random_index: 14477 (32, 10) 14509 epoch: 8402, [Discriminator :: d_loss: 0.727181], [ Generator :: loss: 0.132787] random_index: 7627 (32, 10) 7659 epoch: 8403, [Discriminator :: d_loss: 0.721960], [ Generator :: loss: 0.138144] random_index: 29663 (32, 10) 29695 epoch: 8404, [Discriminator :: d_loss: 0.726982], [ Generator :: loss: 0.156288] random_index: 17683 (32, 10) 17715 epoch: 8405, [Discriminator :: d_loss: 0.745464], [ Generator :: loss: 0.161286] random_index: 11541 (32, 10) 11573 epoch: 8406, [Discriminator :: d_loss: 0.725721], [ Generator :: loss: 0.168537] random_index: 19949 (32, 10) 19981 epoch: 8407, [Discriminator :: d_loss: 0.735797], [ Generator :: loss: 0.166314] random_index: 15063 (32, 10) 15095 epoch: 8408, [Discriminator :: d_loss: 0.740915], [ Generator :: loss: 0.145992] random_index: 9100 (32, 10) 9132 epoch: 8409, [Discriminator :: d_loss: 0.733267], [ Generator :: loss: 0.136584] random_index: 11611 (32, 10) 11643 epoch: 8410, [Discriminator :: d_loss: 0.730830], [ Generator :: loss: 0.143821] random_index: 24759 (32, 10) 24791 epoch: 8411, [Discriminator :: d_loss: 0.734662], [ Generator :: loss: 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(32, 10) 2803 epoch: 8429, [Discriminator :: d_loss: 0.731193], [ Generator :: loss: 0.166635] random_index: 6734 (32, 10) 6766 epoch: 8430, [Discriminator :: d_loss: 0.727848], [ Generator :: loss: 0.165521] random_index: 25342 (32, 10) 25374 epoch: 8431, [Discriminator :: d_loss: 0.728301], [ Generator :: loss: 0.161377] random_index: 19120 (32, 10) 19152 epoch: 8432, [Discriminator :: d_loss: 0.730506], [ Generator :: loss: 0.145809] random_index: 4720 (32, 10) 4752 epoch: 8433, [Discriminator :: d_loss: 0.725424], [ Generator :: loss: 0.136697] random_index: 33182 (32, 10) 33214 epoch: 8434, [Discriminator :: d_loss: 0.724649], [ Generator :: loss: 0.136646] random_index: 23271 (32, 10) 23303 epoch: 8435, [Discriminator :: d_loss: 0.729565], [ Generator :: loss: 0.142962] random_index: 14640 (32, 10) 14672 epoch: 8436, [Discriminator :: d_loss: 0.726209], [ Generator :: loss: 0.147581] random_index: 30899 (32, 10) 30931 epoch: 8437, [Discriminator :: d_loss: 0.732924], [ Generator :: loss: 0.161233] random_index: 33833 (32, 10) 33865 epoch: 8438, [Discriminator :: d_loss: 0.726106], [ Generator :: loss: 0.161255] random_index: 24772 (32, 10) 24804 epoch: 8439, [Discriminator :: d_loss: 0.732015], [ Generator :: loss: 0.150058] random_index: 37421 (32, 10) 37453 epoch: 8440, [Discriminator :: d_loss: 0.728196], [ Generator :: loss: 0.148082] random_index: 18143 (32, 10) 18175 epoch: 8441, [Discriminator :: d_loss: 0.735410], [ Generator :: loss: 0.140100] random_index: 5964 (32, 10) 5996 epoch: 8442, [Discriminator :: d_loss: 0.740583], [ Generator :: loss: 0.151973] random_index: 29158 (32, 10) 29190 epoch: 8443, [Discriminator :: d_loss: 0.729760], [ Generator :: loss: 0.167357] random_index: 22323 (32, 10) 22355 epoch: 8444, [Discriminator :: d_loss: 0.737643], [ Generator :: loss: 0.160466] random_index: 29269 (32, 10) 29301 epoch: 8445, [Discriminator :: d_loss: 0.734929], [ Generator :: loss: 0.157877] random_index: 12170 (32, 10) 12202 epoch: 8446, 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Generator :: loss: 0.132984] random_index: 16813 (32, 10) 16845 epoch: 8464, [Discriminator :: d_loss: 0.729801], [ Generator :: loss: 0.159767] random_index: 421 (32, 10) 453 epoch: 8465, [Discriminator :: d_loss: 0.734262], [ Generator :: loss: 0.160325] random_index: 12166 (32, 10) 12198 epoch: 8466, [Discriminator :: d_loss: 0.729179], [ Generator :: loss: 0.165433] random_index: 10056 (32, 10) 10088 epoch: 8467, [Discriminator :: d_loss: 0.721772], [ Generator :: loss: 0.150655] random_index: 22672 (32, 10) 22704 epoch: 8468, [Discriminator :: d_loss: 0.727427], [ Generator :: loss: 0.132535] random_index: 1076 (32, 10) 1108 epoch: 8469, [Discriminator :: d_loss: 0.724996], [ Generator :: loss: 0.134703] random_index: 2150 (32, 10) 2182 epoch: 8470, [Discriminator :: d_loss: 0.732311], [ Generator :: loss: 0.135377] random_index: 17892 (32, 10) 17924 epoch: 8471, [Discriminator :: d_loss: 0.729440], [ Generator :: loss: 0.150108] random_index: 32712 (32, 10) 32744 epoch: 8472, 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0.732864], [ Generator :: loss: 0.158944] random_index: 5470 (32, 10) 5502 epoch: 8490, [Discriminator :: d_loss: 0.727274], [ Generator :: loss: 0.138056] random_index: 24634 (32, 10) 24666 epoch: 8491, [Discriminator :: d_loss: 0.739502], [ Generator :: loss: 0.143948] random_index: 25778 (32, 10) 25810 epoch: 8492, [Discriminator :: d_loss: 0.721809], [ Generator :: loss: 0.144328] random_index: 11974 (32, 10) 12006 epoch: 8493, [Discriminator :: d_loss: 0.721921], [ Generator :: loss: 0.139031] random_index: 34852 (32, 10) 34884 epoch: 8494, [Discriminator :: d_loss: 0.726595], [ Generator :: loss: 0.154312] random_index: 35779 (32, 10) 35811 epoch: 8495, [Discriminator :: d_loss: 0.725548], [ Generator :: loss: 0.153096] random_index: 19904 (32, 10) 19936 epoch: 8496, [Discriminator :: d_loss: 0.726555], [ Generator :: loss: 0.151208] random_index: 14331 (32, 10) 14363 epoch: 8497, [Discriminator :: d_loss: 0.723532], [ Generator :: loss: 0.166436] random_index: 38274 (32, 10) 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Generator :: loss: 0.150066] random_index: 2299 (32, 10) 2331 epoch: 8697, [Discriminator :: d_loss: 0.720858], [ Generator :: loss: 0.158647] random_index: 13486 (32, 10) 13518 epoch: 8698, [Discriminator :: d_loss: 0.744273], [ Generator :: loss: 0.156432] random_index: 20318 (32, 10) 20350 epoch: 8699, [Discriminator :: d_loss: 0.738622], [ Generator :: loss: 0.163914] random_index: 29102 (32, 10) 29134 epoch: 8700, [Discriminator :: d_loss: 0.731552], [ Generator :: loss: 0.168673] random_index: 37964 (32, 10) 37996 epoch: 8701, [Discriminator :: d_loss: 0.717515], [ Generator :: loss: 0.148954] random_index: 34508 (32, 10) 34540 epoch: 8702, [Discriminator :: d_loss: 0.724661], [ Generator :: loss: 0.140307] random_index: 2057 (32, 10) 2089 epoch: 8703, [Discriminator :: d_loss: 0.722873], [ Generator :: loss: 0.142937] random_index: 36013 (32, 10) 36045 epoch: 8704, [Discriminator :: d_loss: 0.716084], [ Generator :: loss: 0.144202] random_index: 16006 (32, 10) 16038 epoch: 8705, [Discriminator :: d_loss: 0.725816], [ Generator :: loss: 0.146691] random_index: 11396 (32, 10) 11428 epoch: 8706, [Discriminator :: d_loss: 0.724641], [ Generator :: loss: 0.148886] random_index: 4558 (32, 10) 4590 epoch: 8707, [Discriminator :: d_loss: 0.723645], [ Generator :: loss: 0.140913] random_index: 26919 (32, 10) 26951 epoch: 8708, [Discriminator :: d_loss: 0.724164], [ Generator :: loss: 0.145318] random_index: 31562 (32, 10) 31594 epoch: 8709, [Discriminator :: d_loss: 0.715952], [ Generator :: loss: 0.145840] random_index: 36904 (32, 10) 36936 epoch: 8710, [Discriminator :: d_loss: 0.729812], [ Generator :: loss: 0.155588] random_index: 39512 (32, 10) 39544 epoch: 8711, [Discriminator :: d_loss: 0.722365], [ Generator :: loss: 0.157599] random_index: 7214 (32, 10) 7246 epoch: 8712, [Discriminator :: d_loss: 0.728990], [ Generator :: loss: 0.154951] random_index: 24102 (32, 10) 24134 epoch: 8713, [Discriminator :: d_loss: 0.723261], [ Generator :: loss: 0.134907] random_index: 22527 (32, 10) 22559 epoch: 8714, [Discriminator :: d_loss: 0.723264], [ Generator :: loss: 0.135508] random_index: 19880 (32, 10) 19912 epoch: 8715, [Discriminator :: d_loss: 0.726526], [ Generator :: loss: 0.140751] random_index: 6166 (32, 10) 6198 epoch: 8716, [Discriminator :: d_loss: 0.720468], [ Generator :: loss: 0.143923] random_index: 23749 (32, 10) 23781 epoch: 8717, [Discriminator :: d_loss: 0.721780], [ Generator :: loss: 0.155393] random_index: 14747 (32, 10) 14779 epoch: 8718, [Discriminator :: d_loss: 0.723265], [ Generator :: loss: 0.160951] random_index: 34586 (32, 10) 34618 epoch: 8719, [Discriminator :: d_loss: 0.721294], [ Generator :: loss: 0.161959] random_index: 32601 (32, 10) 32633 epoch: 8720, [Discriminator :: d_loss: 0.734545], [ Generator :: loss: 0.145385] random_index: 29032 (32, 10) 29064 epoch: 8721, [Discriminator :: d_loss: 0.726270], [ Generator :: loss: 0.137515] random_index: 20187 (32, 10) 20219 epoch: 8722, [Discriminator :: d_loss: 0.725481], [ Generator :: loss: 0.139990] random_index: 9301 (32, 10) 9333 epoch: 8723, [Discriminator :: d_loss: 0.725911], [ Generator :: loss: 0.144403] random_index: 38418 (32, 10) 38450 epoch: 8724, [Discriminator :: d_loss: 0.728527], [ Generator :: loss: 0.157997] random_index: 23196 (32, 10) 23228 epoch: 8725, [Discriminator :: d_loss: 0.730404], [ Generator :: loss: 0.170009] random_index: 23638 (32, 10) 23670 epoch: 8726, [Discriminator :: d_loss: 0.725285], [ Generator :: loss: 0.157584] random_index: 28644 (32, 10) 28676 epoch: 8727, [Discriminator :: d_loss: 0.739996], [ Generator :: loss: 0.140958] random_index: 11661 (32, 10) 11693 epoch: 8728, [Discriminator :: d_loss: 0.735993], [ Generator :: loss: 0.144648] random_index: 2830 (32, 10) 2862 epoch: 8729, [Discriminator :: d_loss: 0.730925], [ Generator :: loss: 0.157528] random_index: 37690 (32, 10) 37722 epoch: 8730, [Discriminator :: d_loss: 0.736271], [ Generator :: loss: 0.165668] random_index: 14758 (32, 10) 14790 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:: d_loss: 0.718129], [ Generator :: loss: 0.143687] random_index: 37803 (32, 10) 37835 epoch: 8775, [Discriminator :: d_loss: 0.715117], [ Generator :: loss: 0.129449] random_index: 24997 (32, 10) 25029 epoch: 8776, [Discriminator :: d_loss: 0.738899], [ Generator :: loss: 0.143534] random_index: 39979 (32, 10) 40011 epoch: 8777, [Discriminator :: d_loss: 0.723318], [ Generator :: loss: 0.153542] random_index: 15266 (32, 10) 15298 epoch: 8778, [Discriminator :: d_loss: 0.727691], [ Generator :: loss: 0.178410] random_index: 33945 (32, 10) 33977 epoch: 8779, [Discriminator :: d_loss: 0.736421], [ Generator :: loss: 0.173044] random_index: 41829 (32, 10) 41861 epoch: 8780, [Discriminator :: d_loss: 0.735942], [ Generator :: loss: 0.163477] random_index: 7810 (32, 10) 7842 epoch: 8781, [Discriminator :: d_loss: 0.735246], [ Generator :: loss: 0.142531] random_index: 28183 (32, 10) 28215 epoch: 8782, [Discriminator :: d_loss: 0.721184], [ Generator :: loss: 0.127350] random_index: 7529 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:: loss: 0.157406] random_index: 36064 (32, 10) 36096 epoch: 8792, [Discriminator :: d_loss: 0.717630], [ Generator :: loss: 0.171447] random_index: 35862 (32, 10) 35894 epoch: 8793, [Discriminator :: d_loss: 0.724117], [ Generator :: loss: 0.168607] random_index: 11226 (32, 10) 11258 epoch: 8794, [Discriminator :: d_loss: 0.727462], [ Generator :: loss: 0.148448] random_index: 38659 (32, 10) 38691 epoch: 8795, [Discriminator :: d_loss: 0.722330], [ Generator :: loss: 0.126788] random_index: 37572 (32, 10) 37604 epoch: 8796, [Discriminator :: d_loss: 0.737960], [ Generator :: loss: 0.136628] random_index: 40907 (32, 10) 40939 epoch: 8797, [Discriminator :: d_loss: 0.734185], [ Generator :: loss: 0.153056] random_index: 7871 (32, 10) 7903 epoch: 8798, [Discriminator :: d_loss: 0.720902], [ Generator :: loss: 0.159812] random_index: 10228 (32, 10) 10260 epoch: 8799, [Discriminator :: d_loss: 0.720513], [ Generator :: loss: 0.168036] random_index: 7289 (32, 10) 7321 epoch: 8800, 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0.731670], [ Generator :: loss: 0.128537] random_index: 18677 (32, 10) 18709 epoch: 8818, [Discriminator :: d_loss: 0.728943], [ Generator :: loss: 0.135817] random_index: 1729 (32, 10) 1761 epoch: 8819, [Discriminator :: d_loss: 0.729783], [ Generator :: loss: 0.155196] random_index: 25957 (32, 10) 25989 epoch: 8820, [Discriminator :: d_loss: 0.724808], [ Generator :: loss: 0.168082] random_index: 13925 (32, 10) 13957 epoch: 8821, [Discriminator :: d_loss: 0.735107], [ Generator :: loss: 0.163304] random_index: 1503 (32, 10) 1535 epoch: 8822, [Discriminator :: d_loss: 0.741255], [ Generator :: loss: 0.138955] random_index: 2031 (32, 10) 2063 epoch: 8823, [Discriminator :: d_loss: 0.727162], [ Generator :: loss: 0.128721] random_index: 35937 (32, 10) 35969 epoch: 8824, [Discriminator :: d_loss: 0.731252], [ Generator :: loss: 0.149847] random_index: 39342 (32, 10) 39374 epoch: 8825, [Discriminator :: d_loss: 0.741160], [ Generator :: loss: 0.171659] random_index: 14109 (32, 10) 14141 epoch: 8826, [Discriminator :: d_loss: 0.737270], [ Generator :: loss: 0.181201] random_index: 37181 (32, 10) 37213 epoch: 8827, [Discriminator :: d_loss: 0.747120], [ Generator :: loss: 0.170209] random_index: 5720 (32, 10) 5752 epoch: 8828, [Discriminator :: d_loss: 0.733567], [ Generator :: loss: 0.151379] random_index: 35407 (32, 10) 35439 epoch: 8829, [Discriminator :: d_loss: 0.730693], [ Generator :: loss: 0.127209] random_index: 17656 (32, 10) 17688 epoch: 8830, [Discriminator :: d_loss: 0.736857], [ Generator :: loss: 0.129883] random_index: 37964 (32, 10) 37996 epoch: 8831, [Discriminator :: d_loss: 0.737105], [ Generator :: loss: 0.141222] random_index: 16445 (32, 10) 16477 epoch: 8832, [Discriminator :: d_loss: 0.738364], [ Generator :: loss: 0.159717] random_index: 24448 (32, 10) 24480 epoch: 8833, [Discriminator :: d_loss: 0.723985], [ Generator :: loss: 0.165377] random_index: 35205 (32, 10) 35237 epoch: 8834, [Discriminator :: d_loss: 0.730190], [ Generator :: loss: 0.168571] random_index: 15368 (32, 10) 15400 epoch: 8835, [Discriminator :: d_loss: 0.728863], [ Generator :: loss: 0.153251] random_index: 34347 (32, 10) 34379 epoch: 8836, [Discriminator :: d_loss: 0.724398], [ Generator :: loss: 0.139099] random_index: 38414 (32, 10) 38446 epoch: 8837, [Discriminator :: d_loss: 0.728075], [ Generator :: loss: 0.143125] random_index: 18 (32, 10) 50 epoch: 8838, [Discriminator :: d_loss: 0.747945], [ Generator :: loss: 0.139842] random_index: 39326 (32, 10) 39358 epoch: 8839, [Discriminator :: d_loss: 0.726888], [ Generator :: loss: 0.143967] random_index: 21561 (32, 10) 21593 epoch: 8840, [Discriminator :: d_loss: 0.728643], [ Generator :: loss: 0.141796] random_index: 10239 (32, 10) 10271 epoch: 8841, [Discriminator :: d_loss: 0.729276], [ Generator :: loss: 0.139369] random_index: 19557 (32, 10) 19589 epoch: 8842, [Discriminator :: d_loss: 0.737918], [ Generator :: loss: 0.149778] random_index: 23403 (32, 10) 23435 epoch: 8843, [Discriminator :: 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loss: 0.127871] random_index: 16149 (32, 10) 16181 epoch: 8913, [Discriminator :: d_loss: 0.728803], [ Generator :: loss: 0.138192] random_index: 3112 (32, 10) 3144 epoch: 8914, [Discriminator :: d_loss: 0.734877], [ Generator :: loss: 0.155545] random_index: 15322 (32, 10) 15354 epoch: 8915, [Discriminator :: d_loss: 0.737704], [ Generator :: loss: 0.179492] random_index: 13218 (32, 10) 13250 epoch: 8916, [Discriminator :: d_loss: 0.732936], [ Generator :: loss: 0.170533] random_index: 3559 (32, 10) 3591 epoch: 8917, [Discriminator :: d_loss: 0.739785], [ Generator :: loss: 0.164112] random_index: 6376 (32, 10) 6408 epoch: 8918, [Discriminator :: d_loss: 0.725156], [ Generator :: loss: 0.159467] random_index: 15465 (32, 10) 15497 epoch: 8919, [Discriminator :: d_loss: 0.734454], [ Generator :: loss: 0.144569] random_index: 32487 (32, 10) 32519 epoch: 8920, [Discriminator :: d_loss: 0.719567], [ Generator :: loss: 0.127693] random_index: 32021 (32, 10) 32053 epoch: 8921, [Discriminator :: d_loss: 0.747365], [ Generator :: loss: 0.150580] random_index: 40297 (32, 10) 40329 epoch: 8922, [Discriminator :: d_loss: 0.727765], [ Generator :: loss: 0.163881] random_index: 6526 (32, 10) 6558 epoch: 8923, [Discriminator :: d_loss: 0.725508], [ Generator :: loss: 0.181530] random_index: 13868 (32, 10) 13900 epoch: 8924, [Discriminator :: d_loss: 0.734296], [ Generator :: loss: 0.169126] random_index: 17753 (32, 10) 17785 epoch: 8925, [Discriminator :: d_loss: 0.733830], [ Generator :: loss: 0.145757] random_index: 17923 (32, 10) 17955 epoch: 8926, [Discriminator :: d_loss: 0.727449], [ Generator :: loss: 0.145844] random_index: 27811 (32, 10) 27843 epoch: 8927, [Discriminator :: d_loss: 0.733494], [ Generator :: loss: 0.147821] random_index: 8432 (32, 10) 8464 epoch: 8928, [Discriminator :: d_loss: 0.723408], [ Generator :: loss: 0.159253] random_index: 23740 (32, 10) 23772 epoch: 8929, [Discriminator :: d_loss: 0.729783], [ Generator :: loss: 0.158449] random_index: 16761 (32, 10) 16793 epoch: 8930, [Discriminator :: d_loss: 0.729422], [ Generator :: loss: 0.159646] random_index: 40256 (32, 10) 40288 epoch: 8931, [Discriminator :: d_loss: 0.723524], [ Generator :: loss: 0.135507] random_index: 41364 (32, 10) 41396 epoch: 8932, [Discriminator :: d_loss: 0.732893], [ Generator :: loss: 0.151572] random_index: 7223 (32, 10) 7255 epoch: 8933, [Discriminator :: d_loss: 0.741514], [ Generator :: loss: 0.163831] random_index: 32371 (32, 10) 32403 epoch: 8934, [Discriminator :: d_loss: 0.723792], [ Generator :: loss: 0.175710] random_index: 38560 (32, 10) 38592 epoch: 8935, [Discriminator :: d_loss: 0.739305], [ Generator :: loss: 0.179379] random_index: 8794 (32, 10) 8826 epoch: 8936, [Discriminator :: d_loss: 0.727675], [ Generator :: loss: 0.154293] random_index: 33123 (32, 10) 33155 epoch: 8937, [Discriminator :: d_loss: 0.726198], [ Generator :: loss: 0.137724] random_index: 21042 (32, 10) 21074 epoch: 8938, [Discriminator :: d_loss: 0.714800], [ Generator :: loss: 0.129571] random_index: 36167 (32, 10) 36199 epoch: 8939, [Discriminator :: d_loss: 0.725581], [ Generator :: loss: 0.145082] random_index: 21365 (32, 10) 21397 epoch: 8940, [Discriminator :: d_loss: 0.725744], [ Generator :: loss: 0.160800] random_index: 17648 (32, 10) 17680 epoch: 8941, [Discriminator :: d_loss: 0.736377], [ Generator :: loss: 0.167567] random_index: 14884 (32, 10) 14916 epoch: 8942, [Discriminator :: d_loss: 0.732541], [ Generator :: loss: 0.178067] random_index: 33905 (32, 10) 33937 epoch: 8943, [Discriminator :: d_loss: 0.728135], [ Generator :: loss: 0.158717] random_index: 34717 (32, 10) 34749 epoch: 8944, [Discriminator :: d_loss: 0.735728], [ Generator :: loss: 0.135815] random_index: 24580 (32, 10) 24612 epoch: 8945, [Discriminator :: d_loss: 0.734267], [ Generator :: loss: 0.129623] random_index: 41002 (32, 10) 41034 epoch: 8946, [Discriminator :: d_loss: 0.727987], [ Generator :: loss: 0.138779] random_index: 15246 (32, 10) 15278 epoch: 8947, 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random_index: 39468 (32, 10) 39500 epoch: 8956, [Discriminator :: d_loss: 0.719308], [ Generator :: loss: 0.142556] random_index: 38227 (32, 10) 38259 epoch: 8957, [Discriminator :: d_loss: 0.719448], [ Generator :: loss: 0.135402] random_index: 1252 (32, 10) 1284 epoch: 8958, [Discriminator :: d_loss: 0.726044], [ Generator :: loss: 0.149668] random_index: 8912 (32, 10) 8944 epoch: 8959, [Discriminator :: d_loss: 0.720509], [ Generator :: loss: 0.157346] random_index: 23273 (32, 10) 23305 epoch: 8960, [Discriminator :: d_loss: 0.728346], [ Generator :: loss: 0.161376] random_index: 874 (32, 10) 906 epoch: 8961, [Discriminator :: d_loss: 0.734176], [ Generator :: loss: 0.153476] random_index: 33976 (32, 10) 34008 epoch: 8962, [Discriminator :: d_loss: 0.728878], [ Generator :: loss: 0.149703] random_index: 6691 (32, 10) 6723 epoch: 8963, [Discriminator :: d_loss: 0.722362], [ Generator :: loss: 0.138631] random_index: 20840 (32, 10) 20872 epoch: 8964, [Discriminator :: d_loss: 0.716131], [ Generator :: loss: 0.135531] random_index: 29421 (32, 10) 29453 epoch: 8965, [Discriminator :: d_loss: 0.741369], [ Generator :: loss: 0.142833] random_index: 9379 (32, 10) 9411 epoch: 8966, [Discriminator :: d_loss: 0.719557], [ Generator :: loss: 0.149175] random_index: 35432 (32, 10) 35464 epoch: 8967, [Discriminator :: d_loss: 0.728318], [ Generator :: loss: 0.148436] random_index: 27994 (32, 10) 28026 epoch: 8968, [Discriminator :: d_loss: 0.732774], [ Generator :: loss: 0.158093] random_index: 16527 (32, 10) 16559 epoch: 8969, [Discriminator :: d_loss: 0.725875], [ Generator :: loss: 0.159503] random_index: 27097 (32, 10) 27129 epoch: 8970, [Discriminator :: d_loss: 0.737882], [ Generator :: loss: 0.155960] random_index: 7129 (32, 10) 7161 epoch: 8971, [Discriminator :: d_loss: 0.721372], [ Generator :: loss: 0.151780] random_index: 24458 (32, 10) 24490 epoch: 8972, [Discriminator :: d_loss: 0.707349], [ Generator :: loss: 0.137468] random_index: 37869 (32, 10) 37901 epoch: 8973, [Discriminator :: d_loss: 0.746937], [ Generator :: loss: 0.142905] random_index: 4929 (32, 10) 4961 epoch: 8974, [Discriminator :: d_loss: 0.724911], [ Generator :: loss: 0.149957] random_index: 8752 (32, 10) 8784 epoch: 8975, [Discriminator :: d_loss: 0.721783], [ Generator :: loss: 0.149162] random_index: 14688 (32, 10) 14720 epoch: 8976, [Discriminator :: d_loss: 0.736555], [ Generator :: loss: 0.153803] random_index: 33452 (32, 10) 33484 epoch: 8977, [Discriminator :: d_loss: 0.731218], [ Generator :: loss: 0.166968] random_index: 19574 (32, 10) 19606 epoch: 8978, [Discriminator :: d_loss: 0.724564], [ Generator :: loss: 0.169801] random_index: 2009 (32, 10) 2041 epoch: 8979, [Discriminator :: d_loss: 0.733109], [ Generator :: loss: 0.158460] random_index: 26264 (32, 10) 26296 epoch: 8980, [Discriminator :: d_loss: 0.723837], [ Generator :: loss: 0.153958] random_index: 38616 (32, 10) 38648 epoch: 8981, [Discriminator :: d_loss: 0.739722], [ Generator :: loss: 0.124236] random_index: 721 (32, 10) 753 epoch: 8982, [Discriminator :: d_loss: 0.711646], [ Generator :: loss: 0.126048] random_index: 18228 (32, 10) 18260 epoch: 8983, [Discriminator :: d_loss: 0.725607], [ Generator :: loss: 0.140367] random_index: 22360 (32, 10) 22392 epoch: 8984, [Discriminator :: d_loss: 0.732541], [ Generator :: loss: 0.154329] random_index: 28025 (32, 10) 28057 epoch: 8985, [Discriminator :: d_loss: 0.723898], [ Generator :: loss: 0.163539] random_index: 18537 (32, 10) 18569 epoch: 8986, [Discriminator :: d_loss: 0.726019], [ Generator :: loss: 0.155123] random_index: 7872 (32, 10) 7904 epoch: 8987, [Discriminator :: d_loss: 0.722335], [ Generator :: loss: 0.145339] random_index: 30073 (32, 10) 30105 epoch: 8988, [Discriminator :: d_loss: 0.725291], [ Generator :: loss: 0.130670] random_index: 33379 (32, 10) 33411 epoch: 8989, [Discriminator :: d_loss: 0.730824], [ Generator :: loss: 0.131232] random_index: 22134 (32, 10) 22166 epoch: 8990, [Discriminator :: 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10) 37144 epoch: 8999, [Discriminator :: d_loss: 0.733545], [ Generator :: loss: 0.160864] random_index: 1853 (32, 10) 1885 epoch: 9000, [Discriminator :: d_loss: 0.719122], [ Generator :: loss: 0.160261] random_index: 40128 (32, 10) 40160 epoch: 9001, [Discriminator :: d_loss: 0.735095], [ Generator :: loss: 0.157053] random_index: 24513 (32, 10) 24545 epoch: 9002, [Discriminator :: d_loss: 0.720943], [ Generator :: loss: 0.133992] random_index: 8906 (32, 10) 8938 epoch: 9003, [Discriminator :: d_loss: 0.724873], [ Generator :: loss: 0.130198] random_index: 2712 (32, 10) 2744 epoch: 9004, [Discriminator :: d_loss: 0.749784], [ Generator :: loss: 0.150062] random_index: 8776 (32, 10) 8808 epoch: 9005, [Discriminator :: d_loss: 0.725927], [ Generator :: loss: 0.171297] random_index: 10234 (32, 10) 10266 epoch: 9006, [Discriminator :: d_loss: 0.729728], [ Generator :: loss: 0.180799] random_index: 20892 (32, 10) 20924 epoch: 9007, [Discriminator :: d_loss: 0.732002], [ Generator :: loss: 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:: d_loss: 0.728038], [ Generator :: loss: 0.147133] random_index: 479 (32, 10) 511 epoch: 9017, [Discriminator :: d_loss: 0.735591], [ Generator :: loss: 0.137419] random_index: 19770 (32, 10) 19802 epoch: 9018, [Discriminator :: d_loss: 0.735104], [ Generator :: loss: 0.149173] random_index: 11244 (32, 10) 11276 epoch: 9019, [Discriminator :: d_loss: 0.740022], [ Generator :: loss: 0.165289] random_index: 16102 (32, 10) 16134 epoch: 9020, [Discriminator :: d_loss: 0.732903], [ Generator :: loss: 0.171719] random_index: 38819 (32, 10) 38851 epoch: 9021, [Discriminator :: d_loss: 0.732357], [ Generator :: loss: 0.154867] random_index: 8896 (32, 10) 8928 epoch: 9022, [Discriminator :: d_loss: 0.727770], [ Generator :: loss: 0.145681] random_index: 11937 (32, 10) 11969 epoch: 9023, [Discriminator :: d_loss: 0.737921], [ Generator :: loss: 0.133335] random_index: 29715 (32, 10) 29747 epoch: 9024, [Discriminator :: d_loss: 0.746446], [ Generator :: loss: 0.147894] random_index: 35505 (32, 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0.740871], [ Generator :: loss: 0.146972] random_index: 33540 (32, 10) 33572 epoch: 9060, [Discriminator :: d_loss: 0.736024], [ Generator :: loss: 0.128762] random_index: 37731 (32, 10) 37763 epoch: 9061, [Discriminator :: d_loss: 0.738084], [ Generator :: loss: 0.131334] random_index: 30586 (32, 10) 30618 epoch: 9062, [Discriminator :: d_loss: 0.738709], [ Generator :: loss: 0.139803] random_index: 39952 (32, 10) 39984 epoch: 9063, [Discriminator :: d_loss: 0.736642], [ Generator :: loss: 0.152747] random_index: 36446 (32, 10) 36478 epoch: 9064, [Discriminator :: d_loss: 0.734986], [ Generator :: loss: 0.152471] random_index: 3293 (32, 10) 3325 epoch: 9065, [Discriminator :: d_loss: 0.744038], [ Generator :: loss: 0.153701] random_index: 20933 (32, 10) 20965 epoch: 9066, [Discriminator :: d_loss: 0.746961], [ Generator :: loss: 0.143769] random_index: 25 (32, 10) 57 epoch: 9067, [Discriminator :: d_loss: 0.745643], [ Generator :: loss: 0.151196] random_index: 27451 (32, 10) 27483 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0.749346], [ Generator :: loss: 0.154597] random_index: 2119 (32, 10) 2151 epoch: 9155, [Discriminator :: d_loss: 0.730874], [ Generator :: loss: 0.183788] random_index: 4990 (32, 10) 5022 epoch: 9156, [Discriminator :: d_loss: 0.730693], [ Generator :: loss: 0.191385] random_index: 22976 (32, 10) 23008 epoch: 9157, [Discriminator :: d_loss: 0.735621], [ Generator :: loss: 0.177795] random_index: 29359 (32, 10) 29391 epoch: 9158, [Discriminator :: d_loss: 0.740778], [ Generator :: loss: 0.135468] random_index: 32103 (32, 10) 32135 epoch: 9159, [Discriminator :: d_loss: 0.724570], [ Generator :: loss: 0.119285] random_index: 32433 (32, 10) 32465 epoch: 9160, [Discriminator :: d_loss: 0.755927], [ Generator :: loss: 0.138355] random_index: 26837 (32, 10) 26869 epoch: 9161, [Discriminator :: d_loss: 0.738570], [ Generator :: loss: 0.170376] random_index: 28439 (32, 10) 28471 epoch: 9162, [Discriminator :: d_loss: 0.736396], [ Generator :: loss: 0.187759] random_index: 33095 (32, 10) 33127 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Generator :: loss: 0.195167] random_index: 3751 (32, 10) 3783 epoch: 9509, [Discriminator :: d_loss: 0.729064], [ Generator :: loss: 0.141650] random_index: 3618 (32, 10) 3650 epoch: 9510, [Discriminator :: d_loss: 0.732635], [ Generator :: loss: 0.129132] random_index: 14471 (32, 10) 14503 epoch: 9511, [Discriminator :: d_loss: 0.744883], [ Generator :: loss: 0.141359] random_index: 22770 (32, 10) 22802 epoch: 9512, [Discriminator :: d_loss: 0.729657], [ Generator :: loss: 0.161231] random_index: 14269 (32, 10) 14301 epoch: 9513, [Discriminator :: d_loss: 0.723484], [ Generator :: loss: 0.163258] random_index: 31207 (32, 10) 31239 epoch: 9514, [Discriminator :: d_loss: 0.747009], [ Generator :: loss: 0.176698] random_index: 37733 (32, 10) 37765 epoch: 9515, [Discriminator :: d_loss: 0.731550], [ Generator :: loss: 0.150094] random_index: 27192 (32, 10) 27224 epoch: 9516, [Discriminator :: d_loss: 0.742847], [ Generator :: loss: 0.139941] random_index: 34589 (32, 10) 34621 epoch: 9517, 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0.154557] random_index: 3491 (32, 10) 3523 epoch: 10027, [Discriminator :: d_loss: 0.729599], [ Generator :: loss: 0.156512] random_index: 29111 (32, 10) 29143 epoch: 10028, [Discriminator :: d_loss: 0.729080], [ Generator :: loss: 0.146101] random_index: 28843 (32, 10) 28875 epoch: 10029, [Discriminator :: d_loss: 0.724314], [ Generator :: loss: 0.133784] random_index: 10145 (32, 10) 10177 epoch: 10030, [Discriminator :: d_loss: 0.732028], [ Generator :: loss: 0.127516] random_index: 40346 (32, 10) 40378 epoch: 10031, [Discriminator :: d_loss: 0.744364], [ Generator :: loss: 0.140945] random_index: 21477 (32, 10) 21509 epoch: 10032, [Discriminator :: d_loss: 0.725877], [ Generator :: loss: 0.147137] random_index: 27578 (32, 10) 27610 epoch: 10033, [Discriminator :: d_loss: 0.728455], [ Generator :: loss: 0.150329] random_index: 20030 (32, 10) 20062 epoch: 10034, [Discriminator :: d_loss: 0.719023], [ Generator :: loss: 0.146986] random_index: 27949 (32, 10) 27981 epoch: 10035, [Discriminator :: d_loss: 0.732028], [ Generator :: loss: 0.146981] random_index: 6734 (32, 10) 6766 epoch: 10036, [Discriminator :: d_loss: 0.736004], [ Generator :: loss: 0.151402] random_index: 24841 (32, 10) 24873 epoch: 10037, [Discriminator :: d_loss: 0.726904], [ Generator :: loss: 0.148809] random_index: 23305 (32, 10) 23337 epoch: 10038, [Discriminator :: d_loss: 0.731726], [ Generator :: loss: 0.150642] random_index: 16290 (32, 10) 16322 epoch: 10039, [Discriminator :: d_loss: 0.743360], [ Generator :: loss: 0.148415] random_index: 34781 (32, 10) 34813 epoch: 10040, [Discriminator :: d_loss: 0.723810], [ Generator :: loss: 0.148048] random_index: 37515 (32, 10) 37547 epoch: 10041, [Discriminator :: d_loss: 0.732224], [ Generator :: loss: 0.146236] random_index: 10220 (32, 10) 10252 epoch: 10042, [Discriminator :: d_loss: 0.728830], [ Generator :: loss: 0.147377] random_index: 16526 (32, 10) 16558 epoch: 10043, [Discriminator :: d_loss: 0.723349], [ Generator :: loss: 0.148320] random_index: 18723 (32, 10) 18755 epoch: 10044, [Discriminator :: d_loss: 0.721068], [ Generator :: loss: 0.152320] random_index: 23886 (32, 10) 23918 epoch: 10045, [Discriminator :: d_loss: 0.729526], [ Generator :: loss: 0.147233] random_index: 26811 (32, 10) 26843 epoch: 10046, [Discriminator :: d_loss: 0.727264], [ Generator :: loss: 0.156652] random_index: 23062 (32, 10) 23094 epoch: 10047, [Discriminator :: d_loss: 0.729628], [ Generator :: loss: 0.146555] random_index: 23877 (32, 10) 23909 epoch: 10048, [Discriminator :: d_loss: 0.734093], [ Generator :: loss: 0.145617] random_index: 39298 (32, 10) 39330 epoch: 10049, [Discriminator :: d_loss: 0.728519], [ Generator :: loss: 0.140520] random_index: 22505 (32, 10) 22537 epoch: 10050, [Discriminator :: d_loss: 0.726857], [ Generator :: loss: 0.140247] random_index: 11940 (32, 10) 11972 epoch: 10051, [Discriminator :: d_loss: 0.730038], [ Generator :: loss: 0.146463] random_index: 37172 (32, 10) 37204 epoch: 10052, [Discriminator :: d_loss: 0.729697], [ Generator :: loss: 0.156843] random_index: 20365 (32, 10) 20397 epoch: 10053, [Discriminator :: d_loss: 0.728942], [ Generator :: loss: 0.158367] random_index: 18560 (32, 10) 18592 epoch: 10054, [Discriminator :: d_loss: 0.736039], [ Generator :: loss: 0.154985] random_index: 25339 (32, 10) 25371 epoch: 10055, [Discriminator :: d_loss: 0.727552], [ Generator :: loss: 0.169854] random_index: 22989 (32, 10) 23021 epoch: 10056, [Discriminator :: d_loss: 0.723283], [ Generator :: loss: 0.150944] random_index: 6184 (32, 10) 6216 epoch: 10057, [Discriminator :: d_loss: 0.732435], [ Generator :: loss: 0.140424] random_index: 24111 (32, 10) 24143 epoch: 10058, [Discriminator :: d_loss: 0.730813], [ Generator :: loss: 0.129120] random_index: 12720 (32, 10) 12752 epoch: 10059, [Discriminator :: d_loss: 0.717802], [ Generator :: loss: 0.131491] random_index: 29840 (32, 10) 29872 epoch: 10060, [Discriminator :: d_loss: 0.732451], [ Generator :: loss: 0.150332] random_index: 30010 (32, 10) 30042 epoch: 10061, [Discriminator :: d_loss: 0.723343], [ Generator :: loss: 0.158660] random_index: 6938 (32, 10) 6970 epoch: 10062, [Discriminator :: d_loss: 0.723138], [ Generator :: loss: 0.164616] random_index: 25485 (32, 10) 25517 epoch: 10063, [Discriminator :: d_loss: 0.730979], [ Generator :: loss: 0.154944] random_index: 33409 (32, 10) 33441 epoch: 10064, [Discriminator :: d_loss: 0.738860], [ Generator :: loss: 0.149562] random_index: 29551 (32, 10) 29583 epoch: 10065, [Discriminator :: d_loss: 0.730889], [ Generator :: loss: 0.145059] random_index: 3855 (32, 10) 3887 epoch: 10066, [Discriminator :: d_loss: 0.722755], [ Generator :: loss: 0.132758] random_index: 24486 (32, 10) 24518 epoch: 10067, [Discriminator :: d_loss: 0.759148], [ Generator :: loss: 0.155957] random_index: 31341 (32, 10) 31373 epoch: 10068, [Discriminator :: d_loss: 0.725089], [ Generator :: loss: 0.162226] random_index: 18539 (32, 10) 18571 epoch: 10069, [Discriminator :: d_loss: 0.730420], [ Generator :: loss: 0.160383] random_index: 9040 (32, 10) 9072 epoch: 10070, [Discriminator :: d_loss: 0.734954], [ Generator :: loss: 0.153725] random_index: 32098 (32, 10) 32130 epoch: 10071, [Discriminator :: d_loss: 0.729528], [ Generator :: loss: 0.133192] random_index: 21948 (32, 10) 21980 epoch: 10072, [Discriminator :: d_loss: 0.737078], [ Generator :: loss: 0.128307] random_index: 39250 (32, 10) 39282 epoch: 10073, [Discriminator :: d_loss: 0.726653], [ Generator :: loss: 0.140735] random_index: 16935 (32, 10) 16967 epoch: 10074, [Discriminator :: d_loss: 0.724349], [ Generator :: loss: 0.155881] random_index: 16812 (32, 10) 16844 epoch: 10075, [Discriminator :: d_loss: 0.722801], [ Generator :: loss: 0.155203] random_index: 12714 (32, 10) 12746 epoch: 10076, [Discriminator :: d_loss: 0.717974], [ Generator :: loss: 0.160205] random_index: 17548 (32, 10) 17580 epoch: 10077, [Discriminator :: d_loss: 0.726921], [ Generator :: loss: 0.156775] random_index: 10433 (32, 10) 10465 epoch: 10078, [Discriminator :: d_loss: 0.731676], [ Generator :: loss: 0.159979] random_index: 36713 (32, 10) 36745 epoch: 10079, [Discriminator :: d_loss: 0.725574], [ Generator :: loss: 0.155595] random_index: 17000 (32, 10) 17032 epoch: 10080, [Discriminator :: d_loss: 0.733573], [ Generator :: loss: 0.157636] random_index: 11004 (32, 10) 11036 epoch: 10081, [Discriminator :: d_loss: 0.722501], [ Generator :: loss: 0.142791] random_index: 18065 (32, 10) 18097 epoch: 10082, [Discriminator :: d_loss: 0.728250], [ Generator :: loss: 0.146608] random_index: 25952 (32, 10) 25984 epoch: 10083, [Discriminator :: d_loss: 0.728870], [ Generator :: loss: 0.153328] random_index: 3446 (32, 10) 3478 epoch: 10084, [Discriminator :: d_loss: 0.726794], [ Generator :: loss: 0.154257] random_index: 5390 (32, 10) 5422 epoch: 10085, [Discriminator :: d_loss: 0.736260], [ Generator :: loss: 0.162859] random_index: 16947 (32, 10) 16979 epoch: 10086, 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d_loss: 0.743784], [ Generator :: loss: 0.164066] random_index: 15311 (32, 10) 15343 epoch: 10104, [Discriminator :: d_loss: 0.738789], [ Generator :: loss: 0.176009] random_index: 19537 (32, 10) 19569 epoch: 10105, [Discriminator :: d_loss: 0.742978], [ Generator :: loss: 0.167096] random_index: 21668 (32, 10) 21700 epoch: 10106, [Discriminator :: d_loss: 0.737158], [ Generator :: loss: 0.154801] random_index: 40566 (32, 10) 40598 epoch: 10107, [Discriminator :: d_loss: 0.728546], [ Generator :: loss: 0.147386] random_index: 33762 (32, 10) 33794 epoch: 10108, [Discriminator :: d_loss: 0.735887], [ Generator :: loss: 0.143534] random_index: 12750 (32, 10) 12782 epoch: 10109, [Discriminator :: d_loss: 0.745579], [ Generator :: loss: 0.154062] random_index: 5370 (32, 10) 5402 epoch: 10110, [Discriminator :: d_loss: 0.721916], [ Generator :: loss: 0.150049] random_index: 38832 (32, 10) 38864 epoch: 10111, [Discriminator :: d_loss: 0.731220], [ Generator :: loss: 0.136215] random_index: 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epoch: 10129, [Discriminator :: d_loss: 0.722211], [ Generator :: loss: 0.133712] random_index: 29881 (32, 10) 29913 epoch: 10130, [Discriminator :: d_loss: 0.723346], [ Generator :: loss: 0.140221] random_index: 18821 (32, 10) 18853 epoch: 10131, [Discriminator :: d_loss: 0.733321], [ Generator :: loss: 0.155334] random_index: 25052 (32, 10) 25084 epoch: 10132, [Discriminator :: d_loss: 0.748314], [ Generator :: loss: 0.176279] random_index: 19498 (32, 10) 19530 epoch: 10133, [Discriminator :: d_loss: 0.724181], [ Generator :: loss: 0.176122] random_index: 21296 (32, 10) 21328 epoch: 10134, [Discriminator :: d_loss: 0.733968], [ Generator :: loss: 0.149362] random_index: 19895 (32, 10) 19927 epoch: 10135, [Discriminator :: d_loss: 0.723012], [ Generator :: loss: 0.134061] random_index: 1645 (32, 10) 1677 epoch: 10136, [Discriminator :: d_loss: 0.741829], [ Generator :: loss: 0.133924] random_index: 4011 (32, 10) 4043 epoch: 10137, [Discriminator :: d_loss: 0.724567], [ Generator :: 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:: loss: 0.159645] random_index: 12064 (32, 10) 12096 epoch: 10275, [Discriminator :: d_loss: 0.734928], [ Generator :: loss: 0.142058] random_index: 30262 (32, 10) 30294 epoch: 10276, [Discriminator :: d_loss: 0.735211], [ Generator :: loss: 0.142021] random_index: 37649 (32, 10) 37681 epoch: 10277, [Discriminator :: d_loss: 0.739892], [ Generator :: loss: 0.140992] random_index: 29638 (32, 10) 29670 epoch: 10278, [Discriminator :: d_loss: 0.722485], [ Generator :: loss: 0.147106] random_index: 8928 (32, 10) 8960 epoch: 10279, [Discriminator :: d_loss: 0.724943], [ Generator :: loss: 0.152192] random_index: 29100 (32, 10) 29132 epoch: 10280, [Discriminator :: d_loss: 0.734942], [ Generator :: loss: 0.150796] random_index: 16743 (32, 10) 16775 epoch: 10281, [Discriminator :: d_loss: 0.720894], [ Generator :: loss: 0.154198] random_index: 41569 (32, 10) 41601 epoch: 10282, [Discriminator :: d_loss: 0.729338], [ Generator :: loss: 0.143258] random_index: 4352 (32, 10) 4384 epoch: 10283, 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epoch: 10326, [Discriminator :: d_loss: 0.728557], [ Generator :: loss: 0.146942] random_index: 31778 (32, 10) 31810 epoch: 10327, [Discriminator :: d_loss: 0.737752], [ Generator :: loss: 0.170550] random_index: 18589 (32, 10) 18621 epoch: 10328, [Discriminator :: d_loss: 0.726822], [ Generator :: loss: 0.179895] random_index: 25808 (32, 10) 25840 epoch: 10329, [Discriminator :: d_loss: 0.747995], [ Generator :: loss: 0.178891] random_index: 15807 (32, 10) 15839 epoch: 10330, [Discriminator :: d_loss: 0.746467], [ Generator :: loss: 0.164023] random_index: 28360 (32, 10) 28392 epoch: 10331, [Discriminator :: d_loss: 0.735851], [ Generator :: loss: 0.151067] random_index: 14641 (32, 10) 14673 epoch: 10332, [Discriminator :: d_loss: 0.731985], [ Generator :: loss: 0.136799] random_index: 452 (32, 10) 484 epoch: 10333, [Discriminator :: d_loss: 0.748592], [ Generator :: loss: 0.149471] random_index: 24176 (32, 10) 24208 epoch: 10334, [Discriminator :: d_loss: 0.743404], [ Generator :: loss: 0.175811] random_index: 26770 (32, 10) 26802 epoch: 10335, [Discriminator :: d_loss: 0.722522], [ Generator :: loss: 0.176232] random_index: 28945 (32, 10) 28977 epoch: 10336, [Discriminator :: d_loss: 0.731699], [ Generator :: loss: 0.169153] random_index: 6296 (32, 10) 6328 epoch: 10337, [Discriminator :: d_loss: 0.732997], [ Generator :: loss: 0.143348] random_index: 4012 (32, 10) 4044 epoch: 10338, [Discriminator :: d_loss: 0.738430], [ Generator :: loss: 0.124406] random_index: 3939 (32, 10) 3971 epoch: 10339, [Discriminator :: d_loss: 0.748916], [ Generator :: loss: 0.130982] random_index: 25102 (32, 10) 25134 epoch: 10340, [Discriminator :: d_loss: 0.739545], [ Generator :: loss: 0.152785] random_index: 29536 (32, 10) 29568 epoch: 10341, [Discriminator :: d_loss: 0.744957], [ Generator :: loss: 0.181960] random_index: 37054 (32, 10) 37086 epoch: 10342, [Discriminator :: d_loss: 0.744557], [ Generator :: loss: 0.187115] random_index: 39132 (32, 10) 39164 epoch: 10343, [Discriminator :: d_loss: 0.744169], [ Generator :: loss: 0.170209] random_index: 22053 (32, 10) 22085 epoch: 10344, [Discriminator :: d_loss: 0.731362], [ Generator :: loss: 0.141407] random_index: 25046 (32, 10) 25078 epoch: 10345, [Discriminator :: d_loss: 0.775391], [ Generator :: loss: 0.131640] random_index: 27659 (32, 10) 27691 epoch: 10346, [Discriminator :: d_loss: 0.734598], [ Generator :: loss: 0.136840] random_index: 32408 (32, 10) 32440 epoch: 10347, [Discriminator :: d_loss: 0.734559], [ Generator :: loss: 0.147600] random_index: 25705 (32, 10) 25737 epoch: 10348, [Discriminator :: d_loss: 0.730548], [ Generator :: loss: 0.157398] random_index: 1452 (32, 10) 1484 epoch: 10349, [Discriminator :: d_loss: 0.734182], [ Generator :: loss: 0.162502] random_index: 41512 (32, 10) 41544 epoch: 10350, [Discriminator :: d_loss: 0.736935], [ Generator :: loss: 0.156257] random_index: 38260 (32, 10) 38292 epoch: 10351, [Discriminator :: d_loss: 0.731662], [ Generator :: loss: 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[Discriminator :: d_loss: 0.717083], [ Generator :: loss: 0.155351] random_index: 26585 (32, 10) 26617 epoch: 10361, [Discriminator :: d_loss: 0.729887], [ Generator :: loss: 0.155648] random_index: 1235 (32, 10) 1267 epoch: 10362, [Discriminator :: d_loss: 0.729989], [ Generator :: loss: 0.151746] random_index: 15391 (32, 10) 15423 epoch: 10363, [Discriminator :: d_loss: 0.725287], [ Generator :: loss: 0.146468] random_index: 36477 (32, 10) 36509 epoch: 10364, [Discriminator :: d_loss: 0.725735], [ Generator :: loss: 0.150313] random_index: 41750 (32, 10) 41782 epoch: 10365, [Discriminator :: d_loss: 0.727838], [ Generator :: loss: 0.141580] random_index: 24429 (32, 10) 24461 epoch: 10366, [Discriminator :: d_loss: 0.730929], [ Generator :: loss: 0.150377] random_index: 23769 (32, 10) 23801 epoch: 10367, [Discriminator :: d_loss: 0.721510], [ Generator :: loss: 0.151325] random_index: 21943 (32, 10) 21975 epoch: 10368, [Discriminator :: d_loss: 0.724718], [ Generator :: loss: 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:: loss: 0.133429] random_index: 31078 (32, 10) 31110 epoch: 10643, [Discriminator :: d_loss: 0.722627], [ Generator :: loss: 0.131866] random_index: 6381 (32, 10) 6413 epoch: 10644, [Discriminator :: d_loss: 0.724321], [ Generator :: loss: 0.143134] random_index: 7330 (32, 10) 7362 epoch: 10645, [Discriminator :: d_loss: 0.722977], [ Generator :: loss: 0.158596] random_index: 34300 (32, 10) 34332 epoch: 10646, [Discriminator :: d_loss: 0.717751], [ Generator :: loss: 0.157837] random_index: 32200 (32, 10) 32232 epoch: 10647, [Discriminator :: d_loss: 0.727302], [ Generator :: loss: 0.159336] random_index: 29531 (32, 10) 29563 epoch: 10648, [Discriminator :: d_loss: 0.734575], [ Generator :: loss: 0.150644] random_index: 7962 (32, 10) 7994 epoch: 10649, [Discriminator :: d_loss: 0.725264], [ Generator :: loss: 0.148636] random_index: 7182 (32, 10) 7214 epoch: 10650, [Discriminator :: d_loss: 0.726922], [ Generator :: loss: 0.145039] random_index: 39385 (32, 10) 39417 epoch: 10651, 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epoch: 11165, [Discriminator :: d_loss: 0.729133], [ Generator :: loss: 0.132899] random_index: 20875 (32, 10) 20907 epoch: 11166, [Discriminator :: d_loss: 0.727008], [ Generator :: loss: 0.141251] random_index: 14854 (32, 10) 14886 epoch: 11167, [Discriminator :: d_loss: 0.736922], [ Generator :: loss: 0.172102] random_index: 12610 (32, 10) 12642 epoch: 11168, [Discriminator :: d_loss: 0.730929], [ Generator :: loss: 0.175985] random_index: 8635 (32, 10) 8667 epoch: 11169, [Discriminator :: d_loss: 0.750077], [ Generator :: loss: 0.171409] random_index: 39862 (32, 10) 39894 epoch: 11170, [Discriminator :: d_loss: 0.733879], [ Generator :: loss: 0.146229] random_index: 24937 (32, 10) 24969 epoch: 11171, [Discriminator :: d_loss: 0.721667], [ Generator :: loss: 0.128639] random_index: 34137 (32, 10) 34169 epoch: 11172, [Discriminator :: d_loss: 0.722895], [ Generator :: loss: 0.123377] random_index: 4767 (32, 10) 4799 epoch: 11173, [Discriminator :: d_loss: 0.747599], [ Generator :: 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0.130620] random_index: 1118 (32, 10) 1150 epoch: 11833, [Discriminator :: d_loss: 0.717291], [ Generator :: loss: 0.130395] random_index: 29897 (32, 10) 29929 epoch: 11834, [Discriminator :: d_loss: 0.732556], [ Generator :: loss: 0.143748] random_index: 22149 (32, 10) 22181 epoch: 11835, [Discriminator :: d_loss: 0.723796], [ Generator :: loss: 0.174163] random_index: 3729 (32, 10) 3761 epoch: 11836, [Discriminator :: d_loss: 0.730745], [ Generator :: loss: 0.176395] random_index: 34172 (32, 10) 34204 epoch: 11837, [Discriminator :: d_loss: 0.738254], [ Generator :: loss: 0.165675] random_index: 11434 (32, 10) 11466 epoch: 11838, [Discriminator :: d_loss: 0.716519], [ Generator :: loss: 0.149008] random_index: 17658 (32, 10) 17690 epoch: 11839, [Discriminator :: d_loss: 0.724606], [ Generator :: loss: 0.122390] random_index: 33180 (32, 10) 33212 epoch: 11840, [Discriminator :: d_loss: 0.733866], [ Generator :: loss: 0.134869] random_index: 4495 (32, 10) 4527 epoch: 11841, 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epoch: 12620, [Discriminator :: d_loss: 0.729480], [ Generator :: loss: 0.151358] random_index: 999 (32, 10) 1031 epoch: 12621, [Discriminator :: d_loss: 0.738493], [ Generator :: loss: 0.142097] random_index: 33267 (32, 10) 33299 epoch: 12622, [Discriminator :: d_loss: 0.724260], [ Generator :: loss: 0.132094] random_index: 2965 (32, 10) 2997 epoch: 12623, [Discriminator :: d_loss: 0.738505], [ Generator :: loss: 0.134159] random_index: 17369 (32, 10) 17401 epoch: 12624, [Discriminator :: d_loss: 0.721397], [ Generator :: loss: 0.132520] random_index: 39564 (32, 10) 39596 epoch: 12625, [Discriminator :: d_loss: 0.751746], [ Generator :: loss: 0.167002] random_index: 2221 (32, 10) 2253 epoch: 12626, [Discriminator :: d_loss: 0.740855], [ Generator :: loss: 0.168740] random_index: 22936 (32, 10) 22968 epoch: 12627, [Discriminator :: d_loss: 0.747310], [ Generator :: loss: 0.164301] random_index: 32044 (32, 10) 32076 epoch: 12628, [Discriminator :: d_loss: 0.739638], [ Generator :: loss: 0.158222] random_index: 30265 (32, 10) 30297 epoch: 12629, [Discriminator :: d_loss: 0.737658], [ Generator :: loss: 0.140558] random_index: 18789 (32, 10) 18821 epoch: 12630, [Discriminator :: d_loss: 0.730294], [ Generator :: loss: 0.122565] random_index: 39273 (32, 10) 39305 epoch: 12631, [Discriminator :: d_loss: 0.745845], [ Generator :: loss: 0.122131] random_index: 29186 (32, 10) 29218 epoch: 12632, [Discriminator :: d_loss: 0.744029], [ Generator :: loss: 0.135727] random_index: 19276 (32, 10) 19308 epoch: 12633, [Discriminator :: d_loss: 0.734447], [ Generator :: loss: 0.155722] random_index: 20617 (32, 10) 20649 epoch: 12634, [Discriminator :: d_loss: 0.743251], [ Generator :: loss: 0.176421] random_index: 41651 (32, 10) 41683 epoch: 12635, [Discriminator :: d_loss: 0.737032], [ Generator :: loss: 0.169799] random_index: 11607 (32, 10) 11639 epoch: 12636, [Discriminator :: d_loss: 0.733399], [ Generator :: loss: 0.164892] random_index: 7889 (32, 10) 7921 epoch: 12637, [Discriminator :: d_loss: 0.729193], [ Generator :: loss: 0.143159] random_index: 2546 (32, 10) 2578 epoch: 12638, [Discriminator :: d_loss: 0.728886], [ Generator :: loss: 0.129438] random_index: 34846 (32, 10) 34878 epoch: 12639, [Discriminator :: d_loss: 0.728260], [ Generator :: loss: 0.121012] random_index: 20846 (32, 10) 20878 epoch: 12640, [Discriminator :: d_loss: 0.737276], [ Generator :: loss: 0.126125] random_index: 27817 (32, 10) 27849 epoch: 12641, [Discriminator :: d_loss: 0.731197], [ Generator :: loss: 0.140784] random_index: 24996 (32, 10) 25028 epoch: 12642, [Discriminator :: d_loss: 0.726297], [ Generator :: loss: 0.149731] random_index: 35000 (32, 10) 35032 epoch: 12643, [Discriminator :: d_loss: 0.724937], [ Generator :: loss: 0.166469] random_index: 8506 (32, 10) 8538 epoch: 12644, [Discriminator :: d_loss: 0.725457], [ Generator :: loss: 0.163628] random_index: 41306 (32, 10) 41338 epoch: 12645, [Discriminator :: d_loss: 0.727727], [ Generator :: loss: 0.154647] 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d_loss: 0.725407], [ Generator :: loss: 0.132678] random_index: 30524 (32, 10) 30556 epoch: 12655, [Discriminator :: d_loss: 0.729600], [ Generator :: loss: 0.131195] random_index: 27768 (32, 10) 27800 epoch: 12656, [Discriminator :: d_loss: 0.733753], [ Generator :: loss: 0.137009] random_index: 7145 (32, 10) 7177 epoch: 12657, [Discriminator :: d_loss: 0.725438], [ Generator :: loss: 0.142552] random_index: 37972 (32, 10) 38004 epoch: 12658, [Discriminator :: d_loss: 0.735116], [ Generator :: loss: 0.157739] random_index: 22059 (32, 10) 22091 epoch: 12659, [Discriminator :: d_loss: 0.721287], [ Generator :: loss: 0.152669] random_index: 29042 (32, 10) 29074 epoch: 12660, [Discriminator :: d_loss: 0.723814], [ Generator :: loss: 0.152696] random_index: 26646 (32, 10) 26678 epoch: 12661, [Discriminator :: d_loss: 0.734963], [ Generator :: loss: 0.149269] random_index: 36404 (32, 10) 36436 epoch: 12662, [Discriminator :: d_loss: 0.728258], [ Generator :: loss: 0.140107] random_index: 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20211 epoch: 12680, [Discriminator :: d_loss: 0.727444], [ Generator :: loss: 0.162787] random_index: 3065 (32, 10) 3097 epoch: 12681, [Discriminator :: d_loss: 0.736670], [ Generator :: loss: 0.162582] random_index: 18226 (32, 10) 18258 epoch: 12682, [Discriminator :: d_loss: 0.728453], [ Generator :: loss: 0.143480] random_index: 19579 (32, 10) 19611 epoch: 12683, [Discriminator :: d_loss: 0.726903], [ Generator :: loss: 0.134922] random_index: 34361 (32, 10) 34393 epoch: 12684, [Discriminator :: d_loss: 0.730690], [ Generator :: loss: 0.123762] random_index: 39571 (32, 10) 39603 epoch: 12685, [Discriminator :: d_loss: 0.742198], [ Generator :: loss: 0.141176] random_index: 12431 (32, 10) 12463 epoch: 12686, [Discriminator :: d_loss: 0.732289], [ Generator :: loss: 0.150682] random_index: 10214 (32, 10) 10246 epoch: 12687, [Discriminator :: d_loss: 0.731472], [ Generator :: loss: 0.158419] random_index: 8023 (32, 10) 8055 epoch: 12688, [Discriminator :: d_loss: 0.729351], [ Generator :: loss: 0.151809] random_index: 34094 (32, 10) 34126 epoch: 12689, [Discriminator :: d_loss: 0.743014], [ Generator :: loss: 0.139336] random_index: 4206 (32, 10) 4238 epoch: 12690, [Discriminator :: d_loss: 0.736815], [ Generator :: loss: 0.131854] random_index: 3587 (32, 10) 3619 epoch: 12691, [Discriminator :: d_loss: 0.740009], [ Generator :: loss: 0.128241] random_index: 7315 (32, 10) 7347 epoch: 12692, [Discriminator :: d_loss: 0.732385], [ Generator :: loss: 0.142083] random_index: 14358 (32, 10) 14390 epoch: 12693, [Discriminator :: d_loss: 0.732082], [ Generator :: loss: 0.151942] random_index: 32771 (32, 10) 32803 epoch: 12694, [Discriminator :: d_loss: 0.738336], [ Generator :: loss: 0.147049] random_index: 15024 (32, 10) 15056 epoch: 12695, [Discriminator :: d_loss: 0.736375], [ Generator :: loss: 0.141453] random_index: 25081 (32, 10) 25113 epoch: 12696, [Discriminator :: d_loss: 0.737786], [ Generator :: loss: 0.154191] random_index: 37986 (32, 10) 38018 epoch: 12697, [Discriminator :: d_loss: 0.739643], [ Generator :: loss: 0.145879] random_index: 34545 (32, 10) 34577 epoch: 12698, [Discriminator :: d_loss: 0.735443], [ Generator :: loss: 0.145039] random_index: 30126 (32, 10) 30158 epoch: 12699, [Discriminator :: d_loss: 0.726765], [ Generator :: loss: 0.142671] random_index: 220 (32, 10) 252 epoch: 12700, [Discriminator :: d_loss: 0.735604], [ Generator :: loss: 0.149633] random_index: 28432 (32, 10) 28464 epoch: 12701, [Discriminator :: d_loss: 0.738127], [ Generator :: loss: 0.140343] random_index: 40485 (32, 10) 40517 epoch: 12702, [Discriminator :: d_loss: 0.727732], [ Generator :: loss: 0.148698] random_index: 31846 (32, 10) 31878 epoch: 12703, [Discriminator :: d_loss: 0.735042], [ Generator :: loss: 0.147204] random_index: 5437 (32, 10) 5469 epoch: 12704, [Discriminator :: d_loss: 0.729801], [ Generator :: loss: 0.148988] random_index: 32904 (32, 10) 32936 epoch: 12705, [Discriminator :: d_loss: 0.727936], [ Generator :: loss: 0.155725] random_index: 31546 (32, 10) 31578 epoch: 12706, [Discriminator :: d_loss: 0.728802], [ Generator :: loss: 0.146059] random_index: 40321 (32, 10) 40353 epoch: 12707, [Discriminator :: d_loss: 0.743196], [ Generator :: loss: 0.141475] random_index: 124 (32, 10) 156 epoch: 12708, [Discriminator :: d_loss: 0.739997], [ Generator :: loss: 0.152040] random_index: 22877 (32, 10) 22909 epoch: 12709, [Discriminator :: d_loss: 0.719235], [ Generator :: loss: 0.152681] random_index: 14301 (32, 10) 14333 epoch: 12710, [Discriminator :: d_loss: 0.729958], [ Generator :: loss: 0.151572] random_index: 36252 (32, 10) 36284 epoch: 12711, [Discriminator :: d_loss: 0.732751], [ Generator :: loss: 0.143119] random_index: 1061 (32, 10) 1093 epoch: 12712, [Discriminator :: d_loss: 0.725267], [ Generator :: loss: 0.142498] random_index: 16731 (32, 10) 16763 epoch: 12713, [Discriminator :: d_loss: 0.727514], [ Generator :: loss: 0.135824] random_index: 37501 (32, 10) 37533 epoch: 12714, [Discriminator :: d_loss: 0.731332], [ Generator :: loss: 0.128654] random_index: 4421 (32, 10) 4453 epoch: 12715, [Discriminator :: d_loss: 0.736864], [ Generator :: loss: 0.130290] random_index: 11236 (32, 10) 11268 epoch: 12716, [Discriminator :: d_loss: 0.737941], [ Generator :: loss: 0.151615] random_index: 29018 (32, 10) 29050 epoch: 12717, [Discriminator :: d_loss: 0.728553], [ Generator :: loss: 0.166294] random_index: 10506 (32, 10) 10538 epoch: 12718, [Discriminator :: d_loss: 0.735776], [ Generator :: loss: 0.170603] random_index: 28672 (32, 10) 28704 epoch: 12719, [Discriminator :: d_loss: 0.739621], [ Generator :: loss: 0.160041] random_index: 10299 (32, 10) 10331 epoch: 12720, [Discriminator :: d_loss: 0.739271], [ Generator :: loss: 0.142293] random_index: 22998 (32, 10) 23030 epoch: 12721, [Discriminator :: d_loss: 0.727551], [ Generator :: loss: 0.132389] random_index: 31082 (32, 10) 31114 epoch: 12722, [Discriminator :: d_loss: 0.729428], [ Generator :: loss: 0.133289] random_index: 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epoch: 12740, [Discriminator :: d_loss: 0.735153], [ Generator :: loss: 0.155545] random_index: 8976 (32, 10) 9008 epoch: 12741, [Discriminator :: d_loss: 0.727876], [ Generator :: loss: 0.155379] random_index: 39465 (32, 10) 39497 epoch: 12742, [Discriminator :: d_loss: 0.721130], [ Generator :: loss: 0.136010] random_index: 5014 (32, 10) 5046 epoch: 12743, [Discriminator :: d_loss: 0.734679], [ Generator :: loss: 0.130346] random_index: 38762 (32, 10) 38794 epoch: 12744, [Discriminator :: d_loss: 0.734698], [ Generator :: loss: 0.132026] random_index: 4564 (32, 10) 4596 epoch: 12745, [Discriminator :: d_loss: 0.741565], [ Generator :: loss: 0.150094] random_index: 38494 (32, 10) 38526 epoch: 12746, [Discriminator :: d_loss: 0.732382], [ Generator :: loss: 0.169632] random_index: 15510 (32, 10) 15542 epoch: 12747, [Discriminator :: d_loss: 0.731208], [ Generator :: loss: 0.164336] random_index: 23460 (32, 10) 23492 epoch: 12748, [Discriminator :: d_loss: 0.741748], [ Generator :: loss: 0.159008] random_index: 34473 (32, 10) 34505 epoch: 12749, [Discriminator :: d_loss: 0.726494], [ Generator :: loss: 0.138354] random_index: 29936 (32, 10) 29968 epoch: 12750, [Discriminator :: d_loss: 0.717622], [ Generator :: loss: 0.125558] random_index: 3951 (32, 10) 3983 epoch: 12751, [Discriminator :: d_loss: 0.740750], [ Generator :: loss: 0.140419] random_index: 33368 (32, 10) 33400 epoch: 12752, [Discriminator :: d_loss: 0.754354], [ Generator :: loss: 0.151316] random_index: 30975 (32, 10) 31007 epoch: 12753, [Discriminator :: d_loss: 0.730566], [ Generator :: loss: 0.161997] random_index: 25706 (32, 10) 25738 epoch: 12754, [Discriminator :: d_loss: 0.727990], [ Generator :: loss: 0.164264] random_index: 38062 (32, 10) 38094 epoch: 12755, [Discriminator :: d_loss: 0.732256], [ Generator :: loss: 0.149555] random_index: 37626 (32, 10) 37658 epoch: 12756, [Discriminator :: d_loss: 0.733152], [ Generator :: loss: 0.133209] random_index: 1860 (32, 10) 1892 epoch: 12757, [Discriminator :: d_loss: 0.745193], [ Generator :: loss: 0.127066] random_index: 1881 (32, 10) 1913 epoch: 12758, [Discriminator :: d_loss: 0.729604], [ Generator :: loss: 0.140267] random_index: 11506 (32, 10) 11538 epoch: 12759, [Discriminator :: d_loss: 0.728920], [ Generator :: loss: 0.151621] random_index: 16078 (32, 10) 16110 epoch: 12760, [Discriminator :: d_loss: 0.734080], [ Generator :: loss: 0.156384] random_index: 39076 (32, 10) 39108 epoch: 12761, [Discriminator :: d_loss: 0.726748], [ Generator :: loss: 0.159406] random_index: 6003 (32, 10) 6035 epoch: 12762, [Discriminator :: d_loss: 0.724657], [ Generator :: loss: 0.156795] random_index: 11635 (32, 10) 11667 epoch: 12763, [Discriminator :: d_loss: 0.723349], [ Generator :: loss: 0.141737] random_index: 33492 (32, 10) 33524 epoch: 12764, [Discriminator :: d_loss: 0.730589], [ Generator :: loss: 0.143884] random_index: 41601 (32, 10) 41633 epoch: 12765, [Discriminator :: d_loss: 0.731399], [ Generator :: loss: 0.141693] 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d_loss: 0.725845], [ Generator :: loss: 0.155834] random_index: 1292 (32, 10) 1324 epoch: 12775, [Discriminator :: d_loss: 0.724036], [ Generator :: loss: 0.161074] random_index: 18807 (32, 10) 18839 epoch: 12776, [Discriminator :: d_loss: 0.728550], [ Generator :: loss: 0.157567] random_index: 6735 (32, 10) 6767 epoch: 12777, [Discriminator :: d_loss: 0.725360], [ Generator :: loss: 0.149871] random_index: 4888 (32, 10) 4920 epoch: 12778, [Discriminator :: d_loss: 0.721124], [ Generator :: loss: 0.140520] random_index: 1156 (32, 10) 1188 epoch: 12779, [Discriminator :: d_loss: 0.727485], [ Generator :: loss: 0.132269] random_index: 23193 (32, 10) 23225 epoch: 12780, [Discriminator :: d_loss: 0.725165], [ Generator :: loss: 0.147902] random_index: 12939 (32, 10) 12971 epoch: 12781, [Discriminator :: d_loss: 0.730555], [ Generator :: loss: 0.142135] random_index: 4285 (32, 10) 4317 epoch: 12782, [Discriminator :: d_loss: 0.730085], [ Generator :: loss: 0.151806] random_index: 7876 (32, 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0.139348] random_index: 3779 (32, 10) 3811 epoch: 12809, [Discriminator :: d_loss: 0.722529], [ Generator :: loss: 0.155384] random_index: 27286 (32, 10) 27318 epoch: 12810, [Discriminator :: d_loss: 0.729055], [ Generator :: loss: 0.166604] random_index: 23555 (32, 10) 23587 epoch: 12811, [Discriminator :: d_loss: 0.730991], [ Generator :: loss: 0.159882] random_index: 9792 (32, 10) 9824 epoch: 12812, [Discriminator :: d_loss: 0.726686], [ Generator :: loss: 0.146881] random_index: 28490 (32, 10) 28522 epoch: 12813, [Discriminator :: d_loss: 0.728379], [ Generator :: loss: 0.137269] random_index: 20728 (32, 10) 20760 epoch: 12814, [Discriminator :: d_loss: 0.729798], [ Generator :: loss: 0.141691] random_index: 18673 (32, 10) 18705 epoch: 12815, [Discriminator :: d_loss: 0.744857], [ Generator :: loss: 0.147209] random_index: 1558 (32, 10) 1590 epoch: 12816, [Discriminator :: d_loss: 0.720563], [ Generator :: loss: 0.153261] random_index: 29537 (32, 10) 29569 epoch: 12817, [Discriminator :: d_loss: 0.740718], [ Generator :: loss: 0.148489] random_index: 12574 (32, 10) 12606 epoch: 12818, [Discriminator :: d_loss: 0.727405], [ Generator :: loss: 0.139155] random_index: 5943 (32, 10) 5975 epoch: 12819, [Discriminator :: d_loss: 0.731492], [ Generator :: loss: 0.139679] random_index: 18269 (32, 10) 18301 epoch: 12820, [Discriminator :: d_loss: 0.733549], [ Generator :: loss: 0.135260] random_index: 36751 (32, 10) 36783 epoch: 12821, [Discriminator :: d_loss: 0.729520], [ Generator :: loss: 0.149332] random_index: 18507 (32, 10) 18539 epoch: 12822, [Discriminator :: d_loss: 0.731006], [ Generator :: loss: 0.151103] random_index: 16855 (32, 10) 16887 epoch: 12823, [Discriminator :: d_loss: 0.723605], [ Generator :: loss: 0.144005] random_index: 2516 (32, 10) 2548 epoch: 12824, [Discriminator :: d_loss: 0.738083], [ Generator :: loss: 0.143876] random_index: 19161 (32, 10) 19193 epoch: 12825, [Discriminator :: d_loss: 0.730959], [ Generator :: loss: 0.146942] 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d_loss: 0.742530], [ Generator :: loss: 0.158345] random_index: 5781 (32, 10) 5813 epoch: 12835, [Discriminator :: d_loss: 0.736603], [ Generator :: loss: 0.156777] random_index: 3479 (32, 10) 3511 epoch: 12836, [Discriminator :: d_loss: 0.725946], [ Generator :: loss: 0.136953] random_index: 20315 (32, 10) 20347 epoch: 12837, [Discriminator :: d_loss: 0.735600], [ Generator :: loss: 0.145073] random_index: 21876 (32, 10) 21908 epoch: 12838, [Discriminator :: d_loss: 0.724388], [ Generator :: loss: 0.132512] random_index: 12183 (32, 10) 12215 epoch: 12839, [Discriminator :: d_loss: 0.719786], [ Generator :: loss: 0.134620] random_index: 21531 (32, 10) 21563 epoch: 12840, [Discriminator :: d_loss: 0.728461], [ Generator :: loss: 0.139281] random_index: 31705 (32, 10) 31737 epoch: 12841, [Discriminator :: d_loss: 0.739097], [ Generator :: loss: 0.144709] random_index: 5824 (32, 10) 5856 epoch: 12842, [Discriminator :: d_loss: 0.733629], [ Generator :: loss: 0.150855] random_index: 32965 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epoch: 12860, [Discriminator :: d_loss: 0.727765], [ Generator :: loss: 0.144750] random_index: 15480 (32, 10) 15512 epoch: 12861, [Discriminator :: d_loss: 0.728012], [ Generator :: loss: 0.156101] random_index: 1275 (32, 10) 1307 epoch: 12862, [Discriminator :: d_loss: 0.731795], [ Generator :: loss: 0.157065] random_index: 11995 (32, 10) 12027 epoch: 12863, [Discriminator :: d_loss: 0.735844], [ Generator :: loss: 0.169525] random_index: 39371 (32, 10) 39403 epoch: 12864, [Discriminator :: d_loss: 0.730635], [ Generator :: loss: 0.150850] random_index: 10916 (32, 10) 10948 epoch: 12865, [Discriminator :: d_loss: 0.738466], [ Generator :: loss: 0.138091] random_index: 4108 (32, 10) 4140 epoch: 12866, [Discriminator :: d_loss: 0.727224], [ Generator :: loss: 0.137666] random_index: 27123 (32, 10) 27155 epoch: 12867, [Discriminator :: d_loss: 0.723783], [ Generator :: loss: 0.136895] random_index: 28478 (32, 10) 28510 epoch: 12868, [Discriminator :: d_loss: 0.720141], [ Generator :: 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epoch: 13031, [Discriminator :: d_loss: 0.721371], [ Generator :: loss: 0.153756] random_index: 38314 (32, 10) 38346 epoch: 13032, [Discriminator :: d_loss: 0.726887], [ Generator :: loss: 0.144831] random_index: 6355 (32, 10) 6387 epoch: 13033, [Discriminator :: d_loss: 0.726185], [ Generator :: loss: 0.138663] random_index: 16038 (32, 10) 16070 epoch: 13034, [Discriminator :: d_loss: 0.728179], [ Generator :: loss: 0.142032] random_index: 13630 (32, 10) 13662 epoch: 13035, [Discriminator :: d_loss: 0.728322], [ Generator :: loss: 0.143860] random_index: 36241 (32, 10) 36273 epoch: 13036, [Discriminator :: d_loss: 0.724557], [ Generator :: loss: 0.136718] random_index: 10798 (32, 10) 10830 epoch: 13037, [Discriminator :: d_loss: 0.726055], [ Generator :: loss: 0.148411] random_index: 1645 (32, 10) 1677 epoch: 13038, [Discriminator :: d_loss: 0.725849], [ Generator :: loss: 0.151978] random_index: 25454 (32, 10) 25486 epoch: 13039, [Discriminator :: d_loss: 0.723933], [ Generator :: 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epoch: 13091, [Discriminator :: d_loss: 0.736030], [ Generator :: loss: 0.118796] random_index: 31529 (32, 10) 31561 epoch: 13092, [Discriminator :: d_loss: 0.744508], [ Generator :: loss: 0.119141] random_index: 35626 (32, 10) 35658 epoch: 13093, [Discriminator :: d_loss: 0.741278], [ Generator :: loss: 0.149995] random_index: 12429 (32, 10) 12461 epoch: 13094, [Discriminator :: d_loss: 0.730053], [ Generator :: loss: 0.169575] random_index: 13034 (32, 10) 13066 epoch: 13095, [Discriminator :: d_loss: 0.725521], [ Generator :: loss: 0.168457] random_index: 26751 (32, 10) 26783 epoch: 13096, [Discriminator :: d_loss: 0.724882], [ Generator :: loss: 0.165202] random_index: 25657 (32, 10) 25689 epoch: 13097, [Discriminator :: d_loss: 0.729400], [ Generator :: loss: 0.146930] random_index: 15225 (32, 10) 15257 epoch: 13098, [Discriminator :: d_loss: 0.722638], [ Generator :: loss: 0.135155] random_index: 9699 (32, 10) 9731 epoch: 13099, [Discriminator :: d_loss: 0.727665], [ Generator :: loss: 0.119360] random_index: 31144 (32, 10) 31176 epoch: 13100, [Discriminator :: d_loss: 0.733104], [ Generator :: loss: 0.131470] random_index: 38322 (32, 10) 38354 epoch: 13101, [Discriminator :: d_loss: 0.721220], [ Generator :: loss: 0.146618] random_index: 1254 (32, 10) 1286 epoch: 13102, [Discriminator :: d_loss: 0.722717], [ Generator :: loss: 0.157103] random_index: 37893 (32, 10) 37925 epoch: 13103, [Discriminator :: d_loss: 0.725253], [ Generator :: loss: 0.157385] random_index: 9366 (32, 10) 9398 epoch: 13104, [Discriminator :: d_loss: 0.725057], [ Generator :: loss: 0.152983] random_index: 34622 (32, 10) 34654 epoch: 13105, [Discriminator :: d_loss: 0.723036], [ Generator :: loss: 0.153035] random_index: 2226 (32, 10) 2258 epoch: 13106, [Discriminator :: d_loss: 0.728342], [ Generator :: loss: 0.143431] random_index: 11020 (32, 10) 11052 epoch: 13107, [Discriminator :: d_loss: 0.723648], [ Generator :: loss: 0.140568] random_index: 210 (32, 10) 242 epoch: 13108, [Discriminator :: d_loss: 0.725494], [ Generator :: loss: 0.137569] random_index: 23316 (32, 10) 23348 epoch: 13109, [Discriminator :: d_loss: 0.733226], [ Generator :: loss: 0.146622] random_index: 7738 (32, 10) 7770 epoch: 13110, [Discriminator :: d_loss: 0.730601], [ Generator :: loss: 0.156560] random_index: 28588 (32, 10) 28620 epoch: 13111, [Discriminator :: d_loss: 0.731183], [ Generator :: loss: 0.154775] random_index: 29036 (32, 10) 29068 epoch: 13112, [Discriminator :: d_loss: 0.719903], [ Generator :: loss: 0.151173] random_index: 3912 (32, 10) 3944 epoch: 13113, [Discriminator :: d_loss: 0.733545], [ Generator :: loss: 0.157267] random_index: 40336 (32, 10) 40368 epoch: 13114, [Discriminator :: d_loss: 0.741007], [ Generator :: loss: 0.150949] random_index: 12939 (32, 10) 12971 epoch: 13115, [Discriminator :: d_loss: 0.737342], [ Generator :: loss: 0.154435] random_index: 7057 (32, 10) 7089 epoch: 13116, [Discriminator :: d_loss: 0.721601], [ Generator :: loss: 0.154174] random_index: 38102 (32, 10) 38134 epoch: 13117, [Discriminator :: d_loss: 0.729497], [ Generator :: loss: 0.146493] random_index: 14198 (32, 10) 14230 epoch: 13118, [Discriminator :: d_loss: 0.721173], [ Generator :: loss: 0.150737] random_index: 2789 (32, 10) 2821 epoch: 13119, [Discriminator :: d_loss: 0.725778], [ Generator :: loss: 0.139791] random_index: 14958 (32, 10) 14990 epoch: 13120, [Discriminator :: d_loss: 0.718329], [ Generator :: loss: 0.126945] random_index: 22301 (32, 10) 22333 epoch: 13121, [Discriminator :: d_loss: 0.735764], [ Generator :: loss: 0.139014] random_index: 19856 (32, 10) 19888 epoch: 13122, [Discriminator :: d_loss: 0.732220], [ Generator :: loss: 0.154594] random_index: 39544 (32, 10) 39576 epoch: 13123, [Discriminator :: d_loss: 0.728055], [ Generator :: loss: 0.170322] random_index: 13120 (32, 10) 13152 epoch: 13124, [Discriminator :: d_loss: 0.731142], [ Generator :: loss: 0.171286] random_index: 35945 (32, 10) 35977 epoch: 13125, [Discriminator :: d_loss: 0.734154], [ Generator :: loss: 0.160856] random_index: 9177 (32, 10) 9209 epoch: 13126, [Discriminator :: d_loss: 0.732777], [ Generator :: loss: 0.152183] random_index: 23741 (32, 10) 23773 epoch: 13127, [Discriminator :: d_loss: 0.726068], [ Generator :: loss: 0.140869] random_index: 7574 (32, 10) 7606 epoch: 13128, [Discriminator :: d_loss: 0.735623], [ Generator :: loss: 0.133135] random_index: 15413 (32, 10) 15445 epoch: 13129, [Discriminator :: d_loss: 0.724603], [ Generator :: loss: 0.138206] random_index: 19415 (32, 10) 19447 epoch: 13130, [Discriminator :: d_loss: 0.727360], [ Generator :: loss: 0.144982] random_index: 22186 (32, 10) 22218 epoch: 13131, [Discriminator :: d_loss: 0.740282], [ Generator :: loss: 0.163680] random_index: 34965 (32, 10) 34997 epoch: 13132, [Discriminator :: d_loss: 0.739523], [ Generator :: loss: 0.158941] random_index: 11635 (32, 10) 11667 epoch: 13133, [Discriminator :: d_loss: 0.724490], [ Generator :: loss: 0.153049] random_index: 9149 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epoch: 13151, [Discriminator :: d_loss: 0.743156], [ Generator :: loss: 0.135418] random_index: 11508 (32, 10) 11540 epoch: 13152, [Discriminator :: d_loss: 0.737081], [ Generator :: loss: 0.130870] random_index: 33633 (32, 10) 33665 epoch: 13153, [Discriminator :: d_loss: 0.740634], [ Generator :: loss: 0.132095] random_index: 8329 (32, 10) 8361 epoch: 13154, [Discriminator :: d_loss: 0.740206], [ Generator :: loss: 0.155360] random_index: 36009 (32, 10) 36041 epoch: 13155, [Discriminator :: d_loss: 0.737412], [ Generator :: loss: 0.152141] random_index: 11580 (32, 10) 11612 epoch: 13156, [Discriminator :: d_loss: 0.732592], [ Generator :: loss: 0.154958] random_index: 27737 (32, 10) 27769 epoch: 13157, [Discriminator :: d_loss: 0.745035], [ Generator :: loss: 0.153237] random_index: 4129 (32, 10) 4161 epoch: 13158, [Discriminator :: d_loss: 0.729558], [ Generator :: loss: 0.137162] random_index: 7841 (32, 10) 7873 epoch: 13159, [Discriminator :: d_loss: 0.736478], [ Generator :: 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0.134897] random_index: 3840 (32, 10) 3872 epoch: 13177, [Discriminator :: d_loss: 0.731933], [ Generator :: loss: 0.126421] random_index: 25778 (32, 10) 25810 epoch: 13178, [Discriminator :: d_loss: 0.724876], [ Generator :: loss: 0.138505] random_index: 9378 (32, 10) 9410 epoch: 13179, [Discriminator :: d_loss: 0.730756], [ Generator :: loss: 0.151337] random_index: 15113 (32, 10) 15145 epoch: 13180, [Discriminator :: d_loss: 0.729740], [ Generator :: loss: 0.152373] random_index: 1401 (32, 10) 1433 epoch: 13181, [Discriminator :: d_loss: 0.722463], [ Generator :: loss: 0.162643] random_index: 8995 (32, 10) 9027 epoch: 13182, [Discriminator :: d_loss: 0.725241], [ Generator :: loss: 0.148985] random_index: 27905 (32, 10) 27937 epoch: 13183, [Discriminator :: d_loss: 0.734268], [ Generator :: loss: 0.139177] random_index: 39161 (32, 10) 39193 epoch: 13184, [Discriminator :: d_loss: 0.730129], [ Generator :: loss: 0.140179] random_index: 20975 (32, 10) 21007 epoch: 13185, 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0.132120] random_index: 33016 (32, 10) 33048 epoch: 13194, [Discriminator :: d_loss: 0.740884], [ Generator :: loss: 0.141754] random_index: 36901 (32, 10) 36933 epoch: 13195, [Discriminator :: d_loss: 0.723452], [ Generator :: loss: 0.156613] random_index: 27413 (32, 10) 27445 epoch: 13196, [Discriminator :: d_loss: 0.729529], [ Generator :: loss: 0.165244] random_index: 16068 (32, 10) 16100 epoch: 13197, [Discriminator :: d_loss: 0.732716], [ Generator :: loss: 0.161615] random_index: 12924 (32, 10) 12956 epoch: 13198, [Discriminator :: d_loss: 0.726803], [ Generator :: loss: 0.149850] random_index: 34339 (32, 10) 34371 epoch: 13199, [Discriminator :: d_loss: 0.729505], [ Generator :: loss: 0.132908] random_index: 3930 (32, 10) 3962 epoch: 13200, [Discriminator :: d_loss: 0.725100], [ Generator :: loss: 0.130463] random_index: 20671 (32, 10) 20703 epoch: 13201, [Discriminator :: d_loss: 0.731702], [ Generator :: loss: 0.134060] random_index: 25749 (32, 10) 25781 epoch: 13202, 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d_loss: 0.730828], [ Generator :: loss: 0.163311] random_index: 4227 (32, 10) 4259 epoch: 13836, [Discriminator :: d_loss: 0.723766], [ Generator :: loss: 0.159674] random_index: 16231 (32, 10) 16263 epoch: 13837, [Discriminator :: d_loss: 0.725545], [ Generator :: loss: 0.147809] random_index: 11168 (32, 10) 11200 epoch: 13838, [Discriminator :: d_loss: 0.727931], [ Generator :: loss: 0.144843] random_index: 21149 (32, 10) 21181 epoch: 13839, [Discriminator :: d_loss: 0.716884], [ Generator :: loss: 0.146348] random_index: 37388 (32, 10) 37420 epoch: 13840, [Discriminator :: d_loss: 0.738623], [ Generator :: loss: 0.152649] random_index: 12861 (32, 10) 12893 epoch: 13841, [Discriminator :: d_loss: 0.728422], [ Generator :: loss: 0.159321] random_index: 38954 (32, 10) 38986 epoch: 13842, [Discriminator :: d_loss: 0.729435], [ Generator :: loss: 0.155533] random_index: 14846 (32, 10) 14878 epoch: 13843, [Discriminator :: d_loss: 0.730333], [ Generator :: loss: 0.151690] random_index: 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epoch: 13861, [Discriminator :: d_loss: 0.728251], [ Generator :: loss: 0.147574] random_index: 5909 (32, 10) 5941 epoch: 13862, [Discriminator :: d_loss: 0.727273], [ Generator :: loss: 0.162511] random_index: 34773 (32, 10) 34805 epoch: 13863, [Discriminator :: d_loss: 0.727229], [ Generator :: loss: 0.160343] random_index: 10931 (32, 10) 10963 epoch: 13864, [Discriminator :: d_loss: 0.728482], [ Generator :: loss: 0.143506] random_index: 10872 (32, 10) 10904 epoch: 13865, [Discriminator :: d_loss: 0.738866], [ Generator :: loss: 0.146733] random_index: 20445 (32, 10) 20477 epoch: 13866, [Discriminator :: d_loss: 0.731632], [ Generator :: loss: 0.141599] random_index: 28842 (32, 10) 28874 epoch: 13867, [Discriminator :: d_loss: 0.730685], [ Generator :: loss: 0.140777] random_index: 428 (32, 10) 460 epoch: 13868, [Discriminator :: d_loss: 0.734982], [ Generator :: loss: 0.140844] random_index: 39591 (32, 10) 39623 epoch: 13869, [Discriminator :: d_loss: 0.724293], [ Generator :: 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epoch: 14400, [Discriminator :: d_loss: 0.740413], [ Generator :: loss: 0.165934] random_index: 7912 (32, 10) 7944 epoch: 14401, [Discriminator :: d_loss: 0.733293], [ Generator :: loss: 0.154464] random_index: 5841 (32, 10) 5873 epoch: 14402, [Discriminator :: d_loss: 0.731828], [ Generator :: loss: 0.135028] random_index: 20142 (32, 10) 20174 epoch: 14403, [Discriminator :: d_loss: 0.736325], [ Generator :: loss: 0.136668] random_index: 6690 (32, 10) 6722 epoch: 14404, [Discriminator :: d_loss: 0.724782], [ Generator :: loss: 0.148404] random_index: 38050 (32, 10) 38082 epoch: 14405, [Discriminator :: d_loss: 0.725948], [ Generator :: loss: 0.151367] random_index: 21820 (32, 10) 21852 epoch: 14406, [Discriminator :: d_loss: 0.728014], [ Generator :: loss: 0.146134] random_index: 983 (32, 10) 1015 epoch: 14407, [Discriminator :: d_loss: 0.719204], [ Generator :: loss: 0.133230] random_index: 41120 (32, 10) 41152 epoch: 14408, [Discriminator :: d_loss: 0.729210], [ Generator :: loss: 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epoch: 14460, [Discriminator :: d_loss: 0.730998], [ Generator :: loss: 0.159977] random_index: 30122 (32, 10) 30154 epoch: 14461, [Discriminator :: d_loss: 0.733457], [ Generator :: loss: 0.163260] random_index: 20901 (32, 10) 20933 epoch: 14462, [Discriminator :: d_loss: 0.738675], [ Generator :: loss: 0.160700] random_index: 40673 (32, 10) 40705 epoch: 14463, [Discriminator :: d_loss: 0.733411], [ Generator :: loss: 0.158254] random_index: 20762 (32, 10) 20794 epoch: 14464, [Discriminator :: d_loss: 0.740153], [ Generator :: loss: 0.142621] random_index: 29084 (32, 10) 29116 epoch: 14465, [Discriminator :: d_loss: 0.733841], [ Generator :: loss: 0.134708] random_index: 37114 (32, 10) 37146 epoch: 14466, [Discriminator :: d_loss: 0.741554], [ Generator :: loss: 0.131149] random_index: 36051 (32, 10) 36083 epoch: 14467, [Discriminator :: d_loss: 0.750030], [ Generator :: loss: 0.146219] random_index: 3610 (32, 10) 3642 epoch: 14468, [Discriminator :: d_loss: 0.730724], [ Generator :: 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[Discriminator :: d_loss: 0.741652], [ Generator :: loss: 0.152990] random_index: 27126 (32, 10) 27158 epoch: 14478, [Discriminator :: d_loss: 0.736288], [ Generator :: loss: 0.153574] random_index: 27734 (32, 10) 27766 epoch: 14479, [Discriminator :: d_loss: 0.739493], [ Generator :: loss: 0.142239] random_index: 30352 (32, 10) 30384 epoch: 14480, [Discriminator :: d_loss: 0.740120], [ Generator :: loss: 0.138527] random_index: 36145 (32, 10) 36177 epoch: 14481, [Discriminator :: d_loss: 0.737687], [ Generator :: loss: 0.127106] random_index: 19968 (32, 10) 20000 epoch: 14482, [Discriminator :: d_loss: 0.732719], [ Generator :: loss: 0.128092] random_index: 23751 (32, 10) 23783 epoch: 14483, [Discriminator :: d_loss: 0.741631], [ Generator :: loss: 0.145464] random_index: 39923 (32, 10) 39955 epoch: 14484, [Discriminator :: d_loss: 0.734321], [ Generator :: loss: 0.153989] random_index: 38597 (32, 10) 38629 epoch: 14485, [Discriminator :: d_loss: 0.731070], [ Generator :: loss: 0.162283] random_index: 39082 (32, 10) 39114 epoch: 14486, [Discriminator :: d_loss: 0.737477], [ Generator :: loss: 0.145626] random_index: 25443 (32, 10) 25475 epoch: 14487, [Discriminator :: d_loss: 0.727557], [ Generator :: loss: 0.141079] random_index: 38399 (32, 10) 38431 epoch: 14488, [Discriminator :: d_loss: 0.733368], [ Generator :: loss: 0.130242] random_index: 18534 (32, 10) 18566 epoch: 14489, [Discriminator :: d_loss: 0.730998], [ Generator :: loss: 0.131738] random_index: 6315 (32, 10) 6347 epoch: 14490, [Discriminator :: d_loss: 0.742466], [ Generator :: loss: 0.156866] random_index: 20215 (32, 10) 20247 epoch: 14491, [Discriminator :: d_loss: 0.726138], [ Generator :: loss: 0.163034] random_index: 10209 (32, 10) 10241 epoch: 14492, [Discriminator :: d_loss: 0.736545], [ Generator :: loss: 0.165110] random_index: 40142 (32, 10) 40174 epoch: 14493, [Discriminator :: d_loss: 0.737785], [ Generator :: loss: 0.159630] random_index: 20147 (32, 10) 20179 epoch: 14494, [Discriminator :: d_loss: 0.729691], [ Generator :: loss: 0.149302] random_index: 14997 (32, 10) 15029 epoch: 14495, [Discriminator :: d_loss: 0.732102], [ Generator :: loss: 0.141700] random_index: 19925 (32, 10) 19957 epoch: 14496, [Discriminator :: d_loss: 0.732374], [ Generator :: loss: 0.134206] random_index: 12716 (32, 10) 12748 epoch: 14497, [Discriminator :: d_loss: 0.729835], [ Generator :: loss: 0.134689] random_index: 37739 (32, 10) 37771 epoch: 14498, [Discriminator :: d_loss: 0.735122], [ Generator :: loss: 0.133727] random_index: 39718 (32, 10) 39750 epoch: 14499, [Discriminator :: d_loss: 0.734382], [ Generator :: loss: 0.151735] random_index: 41088 (32, 10) 41120 epoch: 14500, [Discriminator :: d_loss: 0.726080], [ Generator :: loss: 0.147608] random_index: 16173 (32, 10) 16205 epoch: 14501, [Discriminator :: d_loss: 0.730592], [ Generator :: loss: 0.156668] random_index: 32638 (32, 10) 32670 epoch: 14502, [Discriminator :: d_loss: 0.735432], [ Generator :: loss: 0.140437] random_index: 18895 (32, 10) 18927 epoch: 14503, [Discriminator :: d_loss: 0.738212], [ Generator :: loss: 0.143169] random_index: 24350 (32, 10) 24382 epoch: 14504, [Discriminator :: d_loss: 0.728934], [ Generator :: loss: 0.134504] random_index: 8270 (32, 10) 8302 epoch: 14505, [Discriminator :: d_loss: 0.725212], [ Generator :: loss: 0.135284] random_index: 29268 (32, 10) 29300 epoch: 14506, [Discriminator :: d_loss: 0.737672], [ Generator :: loss: 0.135377] random_index: 13810 (32, 10) 13842 epoch: 14507, [Discriminator :: d_loss: 0.722293], [ Generator :: loss: 0.135904] random_index: 29205 (32, 10) 29237 epoch: 14508, [Discriminator :: d_loss: 0.726457], [ Generator :: loss: 0.141912] random_index: 40890 (32, 10) 40922 epoch: 14509, [Discriminator :: d_loss: 0.732693], [ Generator :: loss: 0.139489] random_index: 14190 (32, 10) 14222 epoch: 14510, [Discriminator :: d_loss: 0.726121], [ Generator :: loss: 0.140673] random_index: 38719 (32, 10) 38751 epoch: 14511, 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loss: 0.139795] random_index: 8498 (32, 10) 8530 epoch: 14563, [Discriminator :: d_loss: 0.724186], [ Generator :: loss: 0.146536] random_index: 24517 (32, 10) 24549 epoch: 14564, [Discriminator :: d_loss: 0.722590], [ Generator :: loss: 0.139764] random_index: 39538 (32, 10) 39570 epoch: 14565, [Discriminator :: d_loss: 0.717581], [ Generator :: loss: 0.138134] random_index: 15739 (32, 10) 15771 epoch: 14566, [Discriminator :: d_loss: 0.722742], [ Generator :: loss: 0.141404] random_index: 18818 (32, 10) 18850 epoch: 14567, [Discriminator :: d_loss: 0.720521], [ Generator :: loss: 0.146247] random_index: 31885 (32, 10) 31917 epoch: 14568, [Discriminator :: d_loss: 0.725522], [ Generator :: loss: 0.148437] random_index: 5220 (32, 10) 5252 epoch: 14569, [Discriminator :: d_loss: 0.725877], [ Generator :: loss: 0.157833] random_index: 31830 (32, 10) 31862 epoch: 14570, [Discriminator :: d_loss: 0.721638], [ Generator :: loss: 0.158776] random_index: 2933 (32, 10) 2965 epoch: 14571, [Discriminator :: d_loss: 0.729097], [ Generator :: loss: 0.150860] random_index: 19296 (32, 10) 19328 epoch: 14572, [Discriminator :: d_loss: 0.722459], [ Generator :: loss: 0.144359] random_index: 15472 (32, 10) 15504 epoch: 14573, [Discriminator :: d_loss: 0.724036], [ Generator :: loss: 0.124978] random_index: 9596 (32, 10) 9628 epoch: 14574, [Discriminator :: d_loss: 0.724908], [ Generator :: loss: 0.127387] random_index: 24790 (32, 10) 24822 epoch: 14575, [Discriminator :: d_loss: 0.735816], [ Generator :: loss: 0.147257] random_index: 4143 (32, 10) 4175 epoch: 14576, [Discriminator :: d_loss: 0.720498], [ Generator :: loss: 0.153686] random_index: 13470 (32, 10) 13502 epoch: 14577, [Discriminator :: d_loss: 0.729492], [ Generator :: loss: 0.165890] random_index: 22849 (32, 10) 22881 epoch: 14578, [Discriminator :: d_loss: 0.719479], [ Generator :: loss: 0.161545] random_index: 5825 (32, 10) 5857 epoch: 14579, [Discriminator :: d_loss: 0.727372], [ Generator :: loss: 0.147008] 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d_loss: 0.725507], [ Generator :: loss: 0.129041] random_index: 38776 (32, 10) 38808 epoch: 14589, [Discriminator :: d_loss: 0.735097], [ Generator :: loss: 0.119255] random_index: 4319 (32, 10) 4351 epoch: 14590, [Discriminator :: d_loss: 0.746677], [ Generator :: loss: 0.141139] random_index: 36669 (32, 10) 36701 epoch: 14591, [Discriminator :: d_loss: 0.728027], [ Generator :: loss: 0.159478] random_index: 18246 (32, 10) 18278 epoch: 14592, [Discriminator :: d_loss: 0.724897], [ Generator :: loss: 0.157068] random_index: 18963 (32, 10) 18995 epoch: 14593, [Discriminator :: d_loss: 0.729832], [ Generator :: loss: 0.163340] random_index: 29338 (32, 10) 29370 epoch: 14594, [Discriminator :: d_loss: 0.733785], [ Generator :: loss: 0.158374] random_index: 23091 (32, 10) 23123 epoch: 14595, [Discriminator :: d_loss: 0.729089], [ Generator :: loss: 0.152064] random_index: 619 (32, 10) 651 epoch: 14596, [Discriminator :: d_loss: 0.736652], [ Generator :: loss: 0.141997] random_index: 31106 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:: loss: 0.139116] random_index: 2016 (32, 10) 2048 epoch: 14666, [Discriminator :: d_loss: 0.734691], [ Generator :: loss: 0.145303] random_index: 3961 (32, 10) 3993 epoch: 14667, [Discriminator :: d_loss: 0.742999], [ Generator :: loss: 0.149834] random_index: 3432 (32, 10) 3464 epoch: 14668, [Discriminator :: d_loss: 0.741010], [ Generator :: loss: 0.159226] random_index: 38045 (32, 10) 38077 epoch: 14669, [Discriminator :: d_loss: 0.730581], [ Generator :: loss: 0.158570] random_index: 8479 (32, 10) 8511 epoch: 14670, [Discriminator :: d_loss: 0.741014], [ Generator :: loss: 0.142398] random_index: 7822 (32, 10) 7854 epoch: 14671, [Discriminator :: d_loss: 0.744770], [ Generator :: loss: 0.137621] random_index: 13837 (32, 10) 13869 epoch: 14672, [Discriminator :: d_loss: 0.738808], [ Generator :: loss: 0.135535] random_index: 36063 (32, 10) 36095 epoch: 14673, [Discriminator :: d_loss: 0.735828], [ Generator :: loss: 0.141881] random_index: 34236 (32, 10) 34268 epoch: 14674, 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0.155986] random_index: 39530 (32, 10) 39562 epoch: 14683, [Discriminator :: d_loss: 0.739897], [ Generator :: loss: 0.163095] random_index: 30591 (32, 10) 30623 epoch: 14684, [Discriminator :: d_loss: 0.738744], [ Generator :: loss: 0.158698] random_index: 36018 (32, 10) 36050 epoch: 14685, [Discriminator :: d_loss: 0.737153], [ Generator :: loss: 0.149453] random_index: 36923 (32, 10) 36955 epoch: 14686, [Discriminator :: d_loss: 0.732692], [ Generator :: loss: 0.141579] random_index: 35706 (32, 10) 35738 epoch: 14687, [Discriminator :: d_loss: 0.739852], [ Generator :: loss: 0.136272] random_index: 19085 (32, 10) 19117 epoch: 14688, [Discriminator :: d_loss: 0.724251], [ Generator :: loss: 0.136279] random_index: 21982 (32, 10) 22014 epoch: 14689, [Discriminator :: d_loss: 0.737967], [ Generator :: loss: 0.141986] random_index: 5261 (32, 10) 5293 epoch: 14690, [Discriminator :: d_loss: 0.732207], [ Generator :: loss: 0.157418] random_index: 13097 (32, 10) 13129 epoch: 14691, 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Generator :: loss: 0.154051] random_index: 12938 (32, 10) 12970 epoch: 14726, [Discriminator :: d_loss: 0.730415], [ Generator :: loss: 0.144166] random_index: 40745 (32, 10) 40777 epoch: 14727, [Discriminator :: d_loss: 0.735112], [ Generator :: loss: 0.143892] random_index: 13291 (32, 10) 13323 epoch: 14728, [Discriminator :: d_loss: 0.726093], [ Generator :: loss: 0.140150] random_index: 6163 (32, 10) 6195 epoch: 14729, [Discriminator :: d_loss: 0.736488], [ Generator :: loss: 0.149444] random_index: 2941 (32, 10) 2973 epoch: 14730, [Discriminator :: d_loss: 0.747037], [ Generator :: loss: 0.156850] random_index: 16665 (32, 10) 16697 epoch: 14731, [Discriminator :: d_loss: 0.732651], [ Generator :: loss: 0.162275] random_index: 3012 (32, 10) 3044 epoch: 14732, [Discriminator :: d_loss: 0.736982], [ Generator :: loss: 0.146763] random_index: 4123 (32, 10) 4155 epoch: 14733, [Discriminator :: d_loss: 0.727216], [ Generator :: loss: 0.145040] random_index: 28982 (32, 10) 29014 epoch: 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0.142936] random_index: 36589 (32, 10) 36621 epoch: 14743, [Discriminator :: d_loss: 0.729665], [ Generator :: loss: 0.132399] random_index: 8866 (32, 10) 8898 epoch: 14744, [Discriminator :: d_loss: 0.722581], [ Generator :: loss: 0.127659] random_index: 36771 (32, 10) 36803 epoch: 14745, [Discriminator :: d_loss: 0.744082], [ Generator :: loss: 0.140033] random_index: 6543 (32, 10) 6575 epoch: 14746, [Discriminator :: d_loss: 0.727134], [ Generator :: loss: 0.157734] random_index: 12864 (32, 10) 12896 epoch: 14747, [Discriminator :: d_loss: 0.721769], [ Generator :: loss: 0.155002] random_index: 9870 (32, 10) 9902 epoch: 14748, [Discriminator :: d_loss: 0.729678], [ Generator :: loss: 0.147862] random_index: 7732 (32, 10) 7764 epoch: 14749, [Discriminator :: d_loss: 0.729143], [ Generator :: loss: 0.136907] random_index: 12214 (32, 10) 12246 epoch: 14750, [Discriminator :: d_loss: 0.735645], [ Generator :: loss: 0.144651] random_index: 26523 (32, 10) 26555 epoch: 14751, [Discriminator :: d_loss: 0.732358], [ Generator :: loss: 0.149026] random_index: 25549 (32, 10) 25581 epoch: 14752, [Discriminator :: d_loss: 0.723701], [ Generator :: loss: 0.151154] random_index: 30687 (32, 10) 30719 epoch: 14753, [Discriminator :: d_loss: 0.739504], [ Generator :: loss: 0.159092] random_index: 41492 (32, 10) 41524 epoch: 14754, [Discriminator :: d_loss: 0.729566], [ Generator :: loss: 0.151280] random_index: 13381 (32, 10) 13413 epoch: 14755, [Discriminator :: d_loss: 0.720293], [ Generator :: loss: 0.134093] random_index: 25194 (32, 10) 25226 epoch: 14756, [Discriminator :: d_loss: 0.736624], [ Generator :: loss: 0.132871] random_index: 6712 (32, 10) 6744 epoch: 14757, [Discriminator :: d_loss: 0.736923], [ Generator :: loss: 0.155497] random_index: 35374 (32, 10) 35406 epoch: 14758, [Discriminator :: d_loss: 0.725025], [ Generator :: loss: 0.164732] random_index: 12160 (32, 10) 12192 epoch: 14759, [Discriminator :: d_loss: 0.731736], [ Generator :: loss: 0.172277] random_index: 19893 (32, 10) 19925 epoch: 14760, [Discriminator :: d_loss: 0.729741], [ Generator :: loss: 0.158592] random_index: 33513 (32, 10) 33545 epoch: 14761, [Discriminator :: d_loss: 0.732781], [ Generator :: loss: 0.149973] random_index: 21195 (32, 10) 21227 epoch: 14762, [Discriminator :: d_loss: 0.727727], [ Generator :: loss: 0.130677] random_index: 33054 (32, 10) 33086 epoch: 14763, [Discriminator :: d_loss: 0.729931], [ Generator :: loss: 0.129964] random_index: 8436 (32, 10) 8468 epoch: 14764, [Discriminator :: d_loss: 0.725311], [ Generator :: loss: 0.144918] random_index: 35160 (32, 10) 35192 epoch: 14765, [Discriminator :: d_loss: 0.724075], [ Generator :: loss: 0.142809] random_index: 34572 (32, 10) 34604 epoch: 14766, [Discriminator :: d_loss: 0.740172], [ Generator :: loss: 0.158361] random_index: 3791 (32, 10) 3823 epoch: 14767, [Discriminator :: d_loss: 0.724773], [ Generator :: loss: 0.157427] random_index: 16785 (32, 10) 16817 epoch: 14768, [Discriminator :: d_loss: 0.730554], [ Generator :: loss: 0.149993] random_index: 17423 (32, 10) 17455 epoch: 14769, [Discriminator :: d_loss: 0.722681], [ Generator :: loss: 0.135544] random_index: 37683 (32, 10) 37715 epoch: 14770, [Discriminator :: d_loss: 0.729645], [ Generator :: loss: 0.133039] random_index: 21047 (32, 10) 21079 epoch: 14771, [Discriminator :: d_loss: 0.722833], [ Generator :: loss: 0.153359] random_index: 34070 (32, 10) 34102 epoch: 14772, [Discriminator :: d_loss: 0.730040], [ Generator :: loss: 0.162001] random_index: 6032 (32, 10) 6064 epoch: 14773, [Discriminator :: d_loss: 0.726158], [ Generator :: loss: 0.163156] random_index: 39640 (32, 10) 39672 epoch: 14774, [Discriminator :: d_loss: 0.725287], [ Generator :: loss: 0.160920] random_index: 5496 (32, 10) 5528 epoch: 14775, [Discriminator :: d_loss: 0.725055], [ Generator :: loss: 0.142755] random_index: 10662 (32, 10) 10694 epoch: 14776, [Discriminator :: d_loss: 0.727453], [ Generator :: loss: 0.139746] random_index: 24747 (32, 10) 24779 epoch: 14777, [Discriminator :: d_loss: 0.724977], [ Generator :: loss: 0.119701] random_index: 13583 (32, 10) 13615 epoch: 14778, [Discriminator :: d_loss: 0.735578], [ Generator :: loss: 0.127600] random_index: 15143 (32, 10) 15175 epoch: 14779, [Discriminator :: d_loss: 0.721437], [ Generator :: loss: 0.145010] random_index: 15752 (32, 10) 15784 epoch: 14780, [Discriminator :: d_loss: 0.719215], [ Generator :: loss: 0.155475] random_index: 22522 (32, 10) 22554 epoch: 14781, [Discriminator :: d_loss: 0.725388], [ Generator :: loss: 0.150648] random_index: 20792 (32, 10) 20824 epoch: 14782, [Discriminator :: d_loss: 0.726989], [ Generator :: loss: 0.151219] random_index: 31935 (32, 10) 31967 epoch: 14783, [Discriminator :: d_loss: 0.728674], [ Generator :: loss: 0.143843] random_index: 17087 (32, 10) 17119 epoch: 14784, [Discriminator :: d_loss: 0.723456], [ Generator :: loss: 0.143454] random_index: 30441 (32, 10) 30473 epoch: 14785, [Discriminator :: d_loss: 0.737389], [ Generator :: loss: 0.147492] random_index: 8850 (32, 10) 8882 epoch: 14786, [Discriminator :: d_loss: 0.738366], [ Generator :: loss: 0.167428] random_index: 37506 (32, 10) 37538 epoch: 14787, [Discriminator :: d_loss: 0.732694], [ Generator :: loss: 0.171781] random_index: 9047 (32, 10) 9079 epoch: 14788, [Discriminator :: d_loss: 0.733137], [ Generator :: loss: 0.156141] random_index: 21820 (32, 10) 21852 epoch: 14789, [Discriminator :: d_loss: 0.731872], [ Generator :: loss: 0.143954] random_index: 38582 (32, 10) 38614 epoch: 14790, [Discriminator :: d_loss: 0.731449], [ Generator :: loss: 0.128615] random_index: 4240 (32, 10) 4272 epoch: 14791, [Discriminator :: d_loss: 0.724357], [ Generator :: loss: 0.125305] random_index: 20347 (32, 10) 20379 epoch: 14792, [Discriminator :: d_loss: 0.733157], [ Generator :: loss: 0.132591] random_index: 28685 (32, 10) 28717 epoch: 14793, [Discriminator :: d_loss: 0.742450], [ Generator :: loss: 0.159532] random_index: 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Generator :: loss: 0.163968] random_index: 23018 (32, 10) 23050 epoch: 14820, [Discriminator :: d_loss: 0.741782], [ Generator :: loss: 0.165701] random_index: 35186 (32, 10) 35218 epoch: 14821, [Discriminator :: d_loss: 0.728996], [ Generator :: loss: 0.166213] random_index: 18222 (32, 10) 18254 epoch: 14822, [Discriminator :: d_loss: 0.723925], [ Generator :: loss: 0.147674] random_index: 2672 (32, 10) 2704 epoch: 14823, [Discriminator :: d_loss: 0.725063], [ Generator :: loss: 0.136009] random_index: 25212 (32, 10) 25244 epoch: 14824, [Discriminator :: d_loss: 0.735048], [ Generator :: loss: 0.141187] random_index: 23055 (32, 10) 23087 epoch: 14825, [Discriminator :: d_loss: 0.727133], [ Generator :: loss: 0.140527] random_index: 1124 (32, 10) 1156 epoch: 14826, [Discriminator :: d_loss: 0.723076], [ Generator :: loss: 0.141689] random_index: 18684 (32, 10) 18716 epoch: 14827, [Discriminator :: d_loss: 0.719733], [ Generator :: loss: 0.139463] random_index: 10511 (32, 10) 10543 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epoch: 14888, [Discriminator :: d_loss: 0.732910], [ Generator :: loss: 0.155382] random_index: 31389 (32, 10) 31421 epoch: 14889, [Discriminator :: d_loss: 0.732027], [ Generator :: loss: 0.155424] random_index: 33449 (32, 10) 33481 epoch: 14890, [Discriminator :: d_loss: 0.735308], [ Generator :: loss: 0.146327] random_index: 27838 (32, 10) 27870 epoch: 14891, [Discriminator :: d_loss: 0.731547], [ Generator :: loss: 0.144310] random_index: 10935 (32, 10) 10967 epoch: 14892, [Discriminator :: d_loss: 0.730472], [ Generator :: loss: 0.139293] random_index: 2628 (32, 10) 2660 epoch: 14893, [Discriminator :: d_loss: 0.740611], [ Generator :: loss: 0.135335] random_index: 39498 (32, 10) 39530 epoch: 14894, [Discriminator :: d_loss: 0.730647], [ Generator :: loss: 0.142269] random_index: 27652 (32, 10) 27684 epoch: 14895, [Discriminator :: d_loss: 0.730796], [ Generator :: loss: 0.141126] random_index: 17184 (32, 10) 17216 epoch: 14896, [Discriminator :: d_loss: 0.727378], [ Generator :: 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[Discriminator :: d_loss: 0.733066], [ Generator :: loss: 0.131232] random_index: 35200 (32, 10) 35232 epoch: 14906, [Discriminator :: d_loss: 0.727310], [ Generator :: loss: 0.141177] random_index: 26853 (32, 10) 26885 epoch: 14907, [Discriminator :: d_loss: 0.733124], [ Generator :: loss: 0.142174] random_index: 12039 (32, 10) 12071 epoch: 14908, [Discriminator :: d_loss: 0.725193], [ Generator :: loss: 0.147129] random_index: 40790 (32, 10) 40822 epoch: 14909, [Discriminator :: d_loss: 0.727611], [ Generator :: loss: 0.150131] random_index: 20600 (32, 10) 20632 epoch: 14910, [Discriminator :: d_loss: 0.733373], [ Generator :: loss: 0.151628] random_index: 34942 (32, 10) 34974 epoch: 14911, [Discriminator :: d_loss: 0.724467], [ Generator :: loss: 0.150101] random_index: 19815 (32, 10) 19847 epoch: 14912, [Discriminator :: d_loss: 0.728651], [ Generator :: loss: 0.146456] random_index: 9766 (32, 10) 9798 epoch: 14913, [Discriminator :: d_loss: 0.728342], [ Generator :: loss: 0.144448] random_index: 38790 (32, 10) 38822 epoch: 14914, [Discriminator :: d_loss: 0.742710], [ Generator :: loss: 0.143241] random_index: 2388 (32, 10) 2420 epoch: 14915, [Discriminator :: d_loss: 0.727158], [ Generator :: loss: 0.144809] random_index: 5118 (32, 10) 5150 epoch: 14916, [Discriminator :: d_loss: 0.724589], [ Generator :: loss: 0.140975] random_index: 27931 (32, 10) 27963 epoch: 14917, [Discriminator :: d_loss: 0.729878], [ Generator :: loss: 0.132222] random_index: 8417 (32, 10) 8449 epoch: 14918, [Discriminator :: d_loss: 0.720731], [ Generator :: loss: 0.135741] random_index: 39406 (32, 10) 39438 epoch: 14919, [Discriminator :: d_loss: 0.721270], [ Generator :: loss: 0.132517] random_index: 23271 (32, 10) 23303 epoch: 14920, [Discriminator :: d_loss: 0.734689], [ Generator :: loss: 0.146011] random_index: 12754 (32, 10) 12786 epoch: 14921, [Discriminator :: d_loss: 0.731415], [ Generator :: loss: 0.168967] random_index: 18673 (32, 10) 18705 epoch: 14922, 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0.734884], [ Generator :: loss: 0.129392] random_index: 6827 (32, 10) 6859 epoch: 14940, [Discriminator :: d_loss: 0.725730], [ Generator :: loss: 0.143132] random_index: 29160 (32, 10) 29192 epoch: 14941, [Discriminator :: d_loss: 0.724847], [ Generator :: loss: 0.143460] random_index: 8913 (32, 10) 8945 epoch: 14942, [Discriminator :: d_loss: 0.742439], [ Generator :: loss: 0.160175] random_index: 26690 (32, 10) 26722 epoch: 14943, [Discriminator :: d_loss: 0.737945], [ Generator :: loss: 0.168343] random_index: 23511 (32, 10) 23543 epoch: 14944, [Discriminator :: d_loss: 0.755221], [ Generator :: loss: 0.159945] random_index: 30767 (32, 10) 30799 epoch: 14945, [Discriminator :: d_loss: 0.738727], [ Generator :: loss: 0.144531] random_index: 39532 (32, 10) 39564 epoch: 14946, [Discriminator :: d_loss: 0.734880], [ Generator :: loss: 0.138137] random_index: 27691 (32, 10) 27723 epoch: 14947, [Discriminator :: d_loss: 0.732225], [ Generator :: loss: 0.143918] random_index: 7851 (32, 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0.153155] random_index: 6555 (32, 10) 6587 epoch: 14974, [Discriminator :: d_loss: 0.728297], [ Generator :: loss: 0.157075] random_index: 12294 (32, 10) 12326 epoch: 14975, [Discriminator :: d_loss: 0.735623], [ Generator :: loss: 0.152522] random_index: 16744 (32, 10) 16776 epoch: 14976, [Discriminator :: d_loss: 0.725736], [ Generator :: loss: 0.135476] random_index: 23711 (32, 10) 23743 epoch: 14977, [Discriminator :: d_loss: 0.728473], [ Generator :: loss: 0.135593] random_index: 4430 (32, 10) 4462 epoch: 14978, [Discriminator :: d_loss: 0.726144], [ Generator :: loss: 0.131186] random_index: 17110 (32, 10) 17142 epoch: 14979, [Discriminator :: d_loss: 0.724498], [ Generator :: loss: 0.140066] random_index: 34338 (32, 10) 34370 epoch: 14980, [Discriminator :: d_loss: 0.721670], [ Generator :: loss: 0.147279] random_index: 33527 (32, 10) 33559 epoch: 14981, [Discriminator :: d_loss: 0.723550], [ Generator :: loss: 0.154110] random_index: 13934 (32, 10) 13966 epoch: 14982, 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d_loss: 0.732551], [ Generator :: loss: 0.153591] random_index: 408 (32, 10) 440 epoch: 15000, [Discriminator :: d_loss: 0.726907], [ Generator :: loss: 0.143781] random_index: 41277 (32, 10) 41309 epoch: 15001, [Discriminator :: d_loss: 0.717588], [ Generator :: loss: 0.139787] random_index: 3722 (32, 10) 3754 epoch: 15002, [Discriminator :: d_loss: 0.730281], [ Generator :: loss: 0.138512] random_index: 19379 (32, 10) 19411 epoch: 15003, [Discriminator :: d_loss: 0.727623], [ Generator :: loss: 0.145433] random_index: 28483 (32, 10) 28515 epoch: 15004, [Discriminator :: d_loss: 0.729862], [ Generator :: loss: 0.161518] random_index: 15389 (32, 10) 15421 epoch: 15005, [Discriminator :: d_loss: 0.719767], [ Generator :: loss: 0.165122] random_index: 29876 (32, 10) 29908 epoch: 15006, [Discriminator :: d_loss: 0.725391], [ Generator :: loss: 0.154314] random_index: 6225 (32, 10) 6257 epoch: 15007, [Discriminator :: d_loss: 0.730026], [ Generator :: loss: 0.150993] random_index: 40118 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0.725839], [ Generator :: loss: 0.125882] random_index: 33619 (32, 10) 33651 epoch: 15154, [Discriminator :: d_loss: 0.726978], [ Generator :: loss: 0.140767] random_index: 13552 (32, 10) 13584 epoch: 15155, [Discriminator :: d_loss: 0.730007], [ Generator :: loss: 0.157304] random_index: 10688 (32, 10) 10720 epoch: 15156, [Discriminator :: d_loss: 0.743892], [ Generator :: loss: 0.152652] random_index: 37819 (32, 10) 37851 epoch: 15157, [Discriminator :: d_loss: 0.730229], [ Generator :: loss: 0.154326] random_index: 41416 (32, 10) 41448 epoch: 15158, [Discriminator :: d_loss: 0.724618], [ Generator :: loss: 0.158890] random_index: 14041 (32, 10) 14073 epoch: 15159, [Discriminator :: d_loss: 0.728832], [ Generator :: loss: 0.143300] random_index: 39465 (32, 10) 39497 epoch: 15160, [Discriminator :: d_loss: 0.721405], [ Generator :: loss: 0.137951] random_index: 1324 (32, 10) 1356 epoch: 15161, [Discriminator :: d_loss: 0.727892], [ Generator :: loss: 0.132428] random_index: 7984 (32, 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epoch: 15333, [Discriminator :: d_loss: 0.722700], [ Generator :: loss: 0.142009] random_index: 17201 (32, 10) 17233 epoch: 15334, [Discriminator :: d_loss: 0.720264], [ Generator :: loss: 0.152941] random_index: 21047 (32, 10) 21079 epoch: 15335, [Discriminator :: d_loss: 0.721484], [ Generator :: loss: 0.153806] random_index: 19297 (32, 10) 19329 epoch: 15336, [Discriminator :: d_loss: 0.727914], [ Generator :: loss: 0.145703] random_index: 33225 (32, 10) 33257 epoch: 15337, [Discriminator :: d_loss: 0.727028], [ Generator :: loss: 0.149980] random_index: 33106 (32, 10) 33138 epoch: 15338, [Discriminator :: d_loss: 0.717168], [ Generator :: loss: 0.139401] random_index: 18337 (32, 10) 18369 epoch: 15339, [Discriminator :: d_loss: 0.727774], [ Generator :: loss: 0.139752] random_index: 2271 (32, 10) 2303 epoch: 15340, [Discriminator :: d_loss: 0.722731], [ Generator :: loss: 0.144976] random_index: 37551 (32, 10) 37583 epoch: 15341, [Discriminator :: d_loss: 0.731460], [ Generator :: 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epoch: 16009, [Discriminator :: d_loss: 0.725594], [ Generator :: loss: 0.134420] random_index: 33764 (32, 10) 33796 epoch: 16010, [Discriminator :: d_loss: 0.733227], [ Generator :: loss: 0.125153] random_index: 33059 (32, 10) 33091 epoch: 16011, [Discriminator :: d_loss: 0.727938], [ Generator :: loss: 0.131760] random_index: 17580 (32, 10) 17612 epoch: 16012, [Discriminator :: d_loss: 0.728335], [ Generator :: loss: 0.139650] random_index: 39506 (32, 10) 39538 epoch: 16013, [Discriminator :: d_loss: 0.726830], [ Generator :: loss: 0.148257] random_index: 16268 (32, 10) 16300 epoch: 16014, [Discriminator :: d_loss: 0.731024], [ Generator :: loss: 0.147162] random_index: 30897 (32, 10) 30929 epoch: 16015, [Discriminator :: d_loss: 0.732731], [ Generator :: loss: 0.166348] random_index: 23353 (32, 10) 23385 epoch: 16016, [Discriminator :: d_loss: 0.733724], [ Generator :: loss: 0.151523] random_index: 14789 (32, 10) 14821 epoch: 16017, [Discriminator :: d_loss: 0.746977], [ Generator 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[Discriminator :: d_loss: 0.731491], [ Generator :: loss: 0.131170] random_index: 22022 (32, 10) 22054 epoch: 16532, [Discriminator :: d_loss: 0.738288], [ Generator :: loss: 0.141823] random_index: 16799 (32, 10) 16831 epoch: 16533, [Discriminator :: d_loss: 0.723688], [ Generator :: loss: 0.142513] random_index: 20360 (32, 10) 20392 epoch: 16534, [Discriminator :: d_loss: 0.729165], [ Generator :: loss: 0.146147] random_index: 35051 (32, 10) 35083 epoch: 16535, [Discriminator :: d_loss: 0.726800], [ Generator :: loss: 0.149275] random_index: 29808 (32, 10) 29840 epoch: 16536, [Discriminator :: d_loss: 0.734443], [ Generator :: loss: 0.149733] random_index: 27407 (32, 10) 27439 epoch: 16537, [Discriminator :: d_loss: 0.732297], [ Generator :: loss: 0.146306] random_index: 5529 (32, 10) 5561 epoch: 16538, [Discriminator :: d_loss: 0.734271], [ Generator :: loss: 0.148574] random_index: 35135 (32, 10) 35167 epoch: 16539, [Discriminator :: d_loss: 0.724929], [ Generator :: loss: 0.151645] random_index: 9262 (32, 10) 9294 epoch: 16540, [Discriminator :: d_loss: 0.728884], [ Generator :: loss: 0.146288] random_index: 31584 (32, 10) 31616 epoch: 16541, [Discriminator :: d_loss: 0.729514], [ Generator :: loss: 0.152613] random_index: 31636 (32, 10) 31668 epoch: 16542, [Discriminator :: d_loss: 0.736568], [ Generator :: loss: 0.147264] random_index: 36110 (32, 10) 36142 epoch: 16543, [Discriminator :: d_loss: 0.727469], [ Generator :: loss: 0.142744] random_index: 18170 (32, 10) 18202 epoch: 16544, [Discriminator :: d_loss: 0.734527], [ Generator :: loss: 0.145135] random_index: 19220 (32, 10) 19252 epoch: 16545, [Discriminator :: d_loss: 0.729938], [ Generator :: loss: 0.151302] random_index: 35788 (32, 10) 35820 epoch: 16546, [Discriminator :: d_loss: 0.725774], [ Generator :: loss: 0.148666] random_index: 3274 (32, 10) 3306 epoch: 16547, [Discriminator :: d_loss: 0.726081], [ Generator :: loss: 0.150706] random_index: 40505 (32, 10) 40537 epoch: 16548, 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0.144067] random_index: 36645 (32, 10) 36677 epoch: 16557, [Discriminator :: d_loss: 0.734882], [ Generator :: loss: 0.154790] random_index: 27830 (32, 10) 27862 epoch: 16558, [Discriminator :: d_loss: 0.735943], [ Generator :: loss: 0.150894] random_index: 17840 (32, 10) 17872 epoch: 16559, [Discriminator :: d_loss: 0.735610], [ Generator :: loss: 0.145085] random_index: 14757 (32, 10) 14789 epoch: 16560, [Discriminator :: d_loss: 0.730790], [ Generator :: loss: 0.130626] random_index: 22869 (32, 10) 22901 epoch: 16561, [Discriminator :: d_loss: 0.734287], [ Generator :: loss: 0.145974] random_index: 24346 (32, 10) 24378 epoch: 16562, [Discriminator :: d_loss: 0.742788], [ Generator :: loss: 0.158262] random_index: 27537 (32, 10) 27569 epoch: 16563, [Discriminator :: d_loss: 0.739790], [ Generator :: loss: 0.165448] random_index: 10734 (32, 10) 10766 epoch: 16564, [Discriminator :: d_loss: 0.732145], [ Generator :: loss: 0.171890] random_index: 32873 (32, 10) 32905 epoch: 16565, 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d_loss: 0.727047], [ Generator :: loss: 0.150133] random_index: 6649 (32, 10) 6681 epoch: 17421, [Discriminator :: d_loss: 0.721478], [ Generator :: loss: 0.148326] random_index: 17007 (32, 10) 17039 epoch: 17422, [Discriminator :: d_loss: 0.726777], [ Generator :: loss: 0.140120] random_index: 19501 (32, 10) 19533 epoch: 17423, [Discriminator :: d_loss: 0.732629], [ Generator :: loss: 0.141714] random_index: 27128 (32, 10) 27160 epoch: 17424, [Discriminator :: d_loss: 0.731923], [ Generator :: loss: 0.133799] random_index: 34241 (32, 10) 34273 epoch: 17425, [Discriminator :: d_loss: 0.722512], [ Generator :: loss: 0.139473] random_index: 25069 (32, 10) 25101 epoch: 17426, [Discriminator :: d_loss: 0.734513], [ Generator :: loss: 0.135321] random_index: 2582 (32, 10) 2614 epoch: 17427, [Discriminator :: d_loss: 0.727914], [ Generator :: loss: 0.139298] random_index: 4091 (32, 10) 4123 epoch: 17428, [Discriminator :: d_loss: 0.731118], [ Generator :: loss: 0.161947] random_index: 36998 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Generator :: loss: 0.169340] random_index: 35364 (32, 10) 35396 epoch: 17438, [Discriminator :: d_loss: 0.730609], [ Generator :: loss: 0.151045] random_index: 21050 (32, 10) 21082 epoch: 17439, [Discriminator :: d_loss: 0.729824], [ Generator :: loss: 0.138625] random_index: 23529 (32, 10) 23561 epoch: 17440, [Discriminator :: d_loss: 0.733488], [ Generator :: loss: 0.131807] random_index: 1895 (32, 10) 1927 epoch: 17441, [Discriminator :: d_loss: 0.728528], [ Generator :: loss: 0.126302] random_index: 38467 (32, 10) 38499 epoch: 17442, [Discriminator :: d_loss: 0.728001], [ Generator :: loss: 0.130899] random_index: 23215 (32, 10) 23247 epoch: 17443, [Discriminator :: d_loss: 0.729862], [ Generator :: loss: 0.147585] random_index: 20870 (32, 10) 20902 epoch: 17444, [Discriminator :: d_loss: 0.727036], [ Generator :: loss: 0.155831] random_index: 40518 (32, 10) 40550 epoch: 17445, [Discriminator :: d_loss: 0.730599], [ Generator :: loss: 0.154950] random_index: 35514 (32, 10) 35546 epoch: 17446, [Discriminator :: d_loss: 0.731220], [ Generator :: loss: 0.144852] random_index: 33204 (32, 10) 33236 epoch: 17447, [Discriminator :: d_loss: 0.724687], [ Generator :: loss: 0.135048] random_index: 5550 (32, 10) 5582 epoch: 17448, [Discriminator :: d_loss: 0.727896], [ Generator :: loss: 0.126631] random_index: 30195 (32, 10) 30227 epoch: 17449, [Discriminator :: d_loss: 0.723684], [ Generator :: loss: 0.128439] random_index: 9119 (32, 10) 9151 epoch: 17450, [Discriminator :: d_loss: 0.732574], [ Generator :: loss: 0.145745] random_index: 40182 (32, 10) 40214 epoch: 17451, [Discriminator :: d_loss: 0.728859], [ Generator :: loss: 0.156686] random_index: 9812 (32, 10) 9844 epoch: 17452, [Discriminator :: d_loss: 0.733652], [ Generator :: loss: 0.157617] random_index: 10044 (32, 10) 10076 epoch: 17453, [Discriminator :: d_loss: 0.736410], [ Generator :: loss: 0.153468] random_index: 5683 (32, 10) 5715 epoch: 17454, [Discriminator :: d_loss: 0.734459], [ Generator :: loss: 0.150105] random_index: 36620 (32, 10) 36652 epoch: 17455, [Discriminator :: d_loss: 0.730884], [ Generator :: loss: 0.145168] random_index: 5002 (32, 10) 5034 epoch: 17456, [Discriminator :: d_loss: 0.730495], [ Generator :: loss: 0.137119] random_index: 36564 (32, 10) 36596 epoch: 17457, [Discriminator :: d_loss: 0.722700], [ Generator :: loss: 0.130063] random_index: 21451 (32, 10) 21483 epoch: 17458, [Discriminator :: d_loss: 0.737482], [ Generator :: loss: 0.135296] random_index: 8712 (32, 10) 8744 epoch: 17459, [Discriminator :: d_loss: 0.727183], [ Generator :: loss: 0.138295] random_index: 22400 (32, 10) 22432 epoch: 17460, [Discriminator :: d_loss: 0.735424], [ Generator :: loss: 0.148505] random_index: 14681 (32, 10) 14713 epoch: 17461, [Discriminator :: d_loss: 0.725132], [ Generator :: loss: 0.148921] random_index: 19712 (32, 10) 19744 epoch: 17462, [Discriminator :: d_loss: 0.732001], [ Generator :: loss: 0.156615] random_index: 5597 (32, 10) 5629 epoch: 17463, [Discriminator :: d_loss: 0.720483], [ Generator :: loss: 0.159002] random_index: 35902 (32, 10) 35934 epoch: 17464, [Discriminator :: d_loss: 0.734218], [ Generator :: loss: 0.151039] random_index: 3428 (32, 10) 3460 epoch: 17465, [Discriminator :: d_loss: 0.738924], [ Generator :: loss: 0.148823] random_index: 7259 (32, 10) 7291 epoch: 17466, [Discriminator :: d_loss: 0.727413], [ Generator :: loss: 0.139534] random_index: 12810 (32, 10) 12842 epoch: 17467, [Discriminator :: d_loss: 0.734801], [ Generator :: loss: 0.143934] random_index: 20938 (32, 10) 20970 epoch: 17468, [Discriminator :: d_loss: 0.735291], [ Generator :: loss: 0.143816] random_index: 24466 (32, 10) 24498 epoch: 17469, [Discriminator :: d_loss: 0.727492], [ Generator :: loss: 0.144498] random_index: 534 (32, 10) 566 epoch: 17470, [Discriminator :: d_loss: 0.740625], [ Generator :: loss: 0.148973] random_index: 14581 (32, 10) 14613 epoch: 17471, [Discriminator :: d_loss: 0.730981], [ Generator :: loss: 0.153511] 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Generator :: loss: 0.140608] random_index: 29363 (32, 10) 29395 epoch: 17815, [Discriminator :: d_loss: 0.722874], [ Generator :: loss: 0.150337] random_index: 41395 (32, 10) 41427 epoch: 17816, [Discriminator :: d_loss: 0.733732], [ Generator :: loss: 0.158854] random_index: 30457 (32, 10) 30489 epoch: 17817, [Discriminator :: d_loss: 0.726443], [ Generator :: loss: 0.143506] random_index: 3065 (32, 10) 3097 epoch: 17818, [Discriminator :: d_loss: 0.733509], [ Generator :: loss: 0.144686] random_index: 28367 (32, 10) 28399 epoch: 17819, [Discriminator :: d_loss: 0.733259], [ Generator :: loss: 0.136123] random_index: 6733 (32, 10) 6765 epoch: 17820, [Discriminator :: d_loss: 0.731176], [ Generator :: loss: 0.126944] random_index: 5823 (32, 10) 5855 epoch: 17821, [Discriminator :: d_loss: 0.726933], [ Generator :: loss: 0.125979] random_index: 8907 (32, 10) 8939 epoch: 17822, [Discriminator :: d_loss: 0.742743], [ Generator :: loss: 0.142511] random_index: 29862 (32, 10) 29894 epoch: 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[Discriminator :: d_loss: 0.727135], [ Generator :: loss: 0.138928] random_index: 21335 (32, 10) 21367 epoch: 17841, [Discriminator :: d_loss: 0.719708], [ Generator :: loss: 0.149283] random_index: 18464 (32, 10) 18496 epoch: 17842, [Discriminator :: d_loss: 0.726093], [ Generator :: loss: 0.138528] random_index: 37295 (32, 10) 37327 epoch: 17843, [Discriminator :: d_loss: 0.735090], [ Generator :: loss: 0.139322] random_index: 41141 (32, 10) 41173 epoch: 17844, [Discriminator :: d_loss: 0.738107], [ Generator :: loss: 0.140563] random_index: 30851 (32, 10) 30883 epoch: 17845, [Discriminator :: d_loss: 0.729464], [ Generator :: loss: 0.134214] random_index: 27231 (32, 10) 27263 epoch: 17846, [Discriminator :: d_loss: 0.733727], [ Generator :: loss: 0.141783] random_index: 6468 (32, 10) 6500 epoch: 17847, [Discriminator :: d_loss: 0.730597], [ Generator :: loss: 0.134903] random_index: 21150 (32, 10) 21182 epoch: 17848, [Discriminator :: d_loss: 0.725117], [ Generator :: loss: 0.142767] random_index: 13978 (32, 10) 14010 epoch: 17849, [Discriminator :: d_loss: 0.727534], [ Generator :: loss: 0.141235] random_index: 18764 (32, 10) 18796 epoch: 17850, [Discriminator :: d_loss: 0.728830], [ Generator :: loss: 0.147691] random_index: 34040 (32, 10) 34072 epoch: 17851, [Discriminator :: d_loss: 0.721594], [ Generator :: loss: 0.140231] random_index: 22860 (32, 10) 22892 epoch: 17852, [Discriminator :: d_loss: 0.729485], [ Generator :: loss: 0.145021] random_index: 13244 (32, 10) 13276 epoch: 17853, [Discriminator :: d_loss: 0.733354], [ Generator :: loss: 0.141072] random_index: 23716 (32, 10) 23748 epoch: 17854, [Discriminator :: d_loss: 0.729060], [ Generator :: loss: 0.141742] random_index: 37106 (32, 10) 37138 epoch: 17855, [Discriminator :: d_loss: 0.724838], [ Generator :: loss: 0.141605] random_index: 10700 (32, 10) 10732 epoch: 17856, [Discriminator :: d_loss: 0.732439], [ Generator :: loss: 0.140454] random_index: 13641 (32, 10) 13673 epoch: 17857, 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d_loss: 0.730417], [ Generator :: loss: 0.156182] random_index: 16416 (32, 10) 16448 epoch: 17875, [Discriminator :: d_loss: 0.728779], [ Generator :: loss: 0.148099] random_index: 35906 (32, 10) 35938 epoch: 17876, [Discriminator :: d_loss: 0.726102], [ Generator :: loss: 0.147878] random_index: 27166 (32, 10) 27198 epoch: 17877, [Discriminator :: d_loss: 0.723178], [ Generator :: loss: 0.137991] random_index: 7696 (32, 10) 7728 epoch: 17878, [Discriminator :: d_loss: 0.729090], [ Generator :: loss: 0.137243] random_index: 38095 (32, 10) 38127 epoch: 17879, [Discriminator :: d_loss: 0.723130], [ Generator :: loss: 0.140817] random_index: 30477 (32, 10) 30509 epoch: 17880, [Discriminator :: d_loss: 0.718225], [ Generator :: loss: 0.138980] random_index: 2108 (32, 10) 2140 epoch: 17881, [Discriminator :: d_loss: 0.721597], [ Generator :: loss: 0.137281] random_index: 23220 (32, 10) 23252 epoch: 17882, [Discriminator :: d_loss: 0.730864], [ Generator :: loss: 0.152539] random_index: 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Generator :: loss: 0.149684] random_index: 35231 (32, 10) 35263 epoch: 17909, [Discriminator :: d_loss: 0.722726], [ Generator :: loss: 0.142650] random_index: 23549 (32, 10) 23581 epoch: 17910, [Discriminator :: d_loss: 0.727219], [ Generator :: loss: 0.132679] random_index: 16867 (32, 10) 16899 epoch: 17911, [Discriminator :: d_loss: 0.722795], [ Generator :: loss: 0.138702] random_index: 35415 (32, 10) 35447 epoch: 17912, [Discriminator :: d_loss: 0.735412], [ Generator :: loss: 0.142585] random_index: 14308 (32, 10) 14340 epoch: 17913, [Discriminator :: d_loss: 0.730236], [ Generator :: loss: 0.147690] random_index: 39469 (32, 10) 39501 epoch: 17914, [Discriminator :: d_loss: 0.730839], [ Generator :: loss: 0.162227] random_index: 13183 (32, 10) 13215 epoch: 17915, [Discriminator :: d_loss: 0.730909], [ Generator :: loss: 0.154300] random_index: 31590 (32, 10) 31622 epoch: 17916, [Discriminator :: d_loss: 0.734552], [ Generator :: loss: 0.152364] random_index: 30863 (32, 10) 30895 epoch: 17917, [Discriminator :: d_loss: 0.733368], [ Generator :: loss: 0.139927] random_index: 3574 (32, 10) 3606 epoch: 17918, [Discriminator :: d_loss: 0.732317], [ Generator :: loss: 0.130834] random_index: 231 (32, 10) 263 epoch: 17919, [Discriminator :: d_loss: 0.731177], [ Generator :: loss: 0.130356] random_index: 3262 (32, 10) 3294 epoch: 17920, [Discriminator :: d_loss: 0.722567], [ Generator :: loss: 0.135073] random_index: 39133 (32, 10) 39165 epoch: 17921, [Discriminator :: d_loss: 0.733551], [ Generator :: loss: 0.149927] random_index: 35443 (32, 10) 35475 epoch: 17922, [Discriminator :: d_loss: 0.723440], [ Generator :: loss: 0.146243] random_index: 20320 (32, 10) 20352 epoch: 17923, [Discriminator :: d_loss: 0.740701], [ Generator :: loss: 0.154325] random_index: 40562 (32, 10) 40594 epoch: 17924, [Discriminator :: d_loss: 0.721953], [ Generator :: loss: 0.149432] random_index: 23783 (32, 10) 23815 epoch: 17925, [Discriminator :: d_loss: 0.730874], [ Generator :: loss: 0.147559] random_index: 37301 (32, 10) 37333 epoch: 17926, [Discriminator :: d_loss: 0.728175], [ Generator :: loss: 0.139247] random_index: 38686 (32, 10) 38718 epoch: 17927, [Discriminator :: d_loss: 0.726113], [ Generator :: loss: 0.142353] random_index: 31663 (32, 10) 31695 epoch: 17928, [Discriminator :: d_loss: 0.729686], [ Generator :: loss: 0.147781] random_index: 13030 (32, 10) 13062 epoch: 17929, [Discriminator :: d_loss: 0.724464], [ Generator :: loss: 0.147939] random_index: 327 (32, 10) 359 epoch: 17930, [Discriminator :: d_loss: 0.722296], [ Generator :: loss: 0.150885] random_index: 10573 (32, 10) 10605 epoch: 17931, [Discriminator :: d_loss: 0.732485], [ Generator :: loss: 0.149199] random_index: 39301 (32, 10) 39333 epoch: 17932, [Discriminator :: d_loss: 0.728101], [ Generator :: loss: 0.152951] random_index: 9211 (32, 10) 9243 epoch: 17933, [Discriminator :: d_loss: 0.735345], [ Generator :: loss: 0.155987] random_index: 21528 (32, 10) 21560 epoch: 17934, 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0.724794], [ Generator :: loss: 0.134054] random_index: 19828 (32, 10) 19860 epoch: 18611, [Discriminator :: d_loss: 0.735199], [ Generator :: loss: 0.143922] random_index: 24288 (32, 10) 24320 epoch: 18612, [Discriminator :: d_loss: 0.727335], [ Generator :: loss: 0.144099] random_index: 15455 (32, 10) 15487 epoch: 18613, [Discriminator :: d_loss: 0.727771], [ Generator :: loss: 0.156294] random_index: 14096 (32, 10) 14128 epoch: 18614, [Discriminator :: d_loss: 0.722536], [ Generator :: loss: 0.155248] random_index: 25473 (32, 10) 25505 epoch: 18615, [Discriminator :: d_loss: 0.718913], [ Generator :: loss: 0.144393] random_index: 31080 (32, 10) 31112 epoch: 18616, [Discriminator :: d_loss: 0.723857], [ Generator :: loss: 0.134061] random_index: 14832 (32, 10) 14864 epoch: 18617, [Discriminator :: d_loss: 0.731376], [ Generator :: loss: 0.129315] random_index: 10904 (32, 10) 10936 epoch: 18618, [Discriminator :: d_loss: 0.727399], [ Generator :: loss: 0.152437] random_index: 4795 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0.156614] random_index: 9903 (32, 10) 9935 epoch: 18645, [Discriminator :: d_loss: 0.734076], [ Generator :: loss: 0.143590] random_index: 29105 (32, 10) 29137 epoch: 18646, [Discriminator :: d_loss: 0.733223], [ Generator :: loss: 0.140283] random_index: 28684 (32, 10) 28716 epoch: 18647, [Discriminator :: d_loss: 0.726110], [ Generator :: loss: 0.129478] random_index: 36132 (32, 10) 36164 epoch: 18648, [Discriminator :: d_loss: 0.721524], [ Generator :: loss: 0.121884] random_index: 5980 (32, 10) 6012 epoch: 18649, [Discriminator :: d_loss: 0.727434], [ Generator :: loss: 0.133143] random_index: 24699 (32, 10) 24731 epoch: 18650, [Discriminator :: d_loss: 0.731386], [ Generator :: loss: 0.130612] random_index: 14383 (32, 10) 14415 epoch: 18651, [Discriminator :: d_loss: 0.741022], [ Generator :: loss: 0.158420] random_index: 29190 (32, 10) 29222 epoch: 18652, [Discriminator :: d_loss: 0.743359], [ Generator :: loss: 0.160089] random_index: 39557 (32, 10) 39589 epoch: 18653, [Discriminator :: d_loss: 0.735596], [ Generator :: loss: 0.160335] random_index: 37151 (32, 10) 37183 epoch: 18654, [Discriminator :: d_loss: 0.737801], [ Generator :: loss: 0.146708] random_index: 18706 (32, 10) 18738 epoch: 18655, [Discriminator :: d_loss: 0.734848], [ Generator :: loss: 0.131028] random_index: 9496 (32, 10) 9528 epoch: 18656, [Discriminator :: d_loss: 0.722200], [ Generator :: loss: 0.129846] random_index: 16030 (32, 10) 16062 epoch: 18657, [Discriminator :: d_loss: 0.733463], [ Generator :: loss: 0.141438] random_index: 7781 (32, 10) 7813 epoch: 18658, [Discriminator :: d_loss: 0.740558], [ Generator :: loss: 0.149674] random_index: 14889 (32, 10) 14921 epoch: 18659, [Discriminator :: d_loss: 0.731647], [ Generator :: loss: 0.155166] random_index: 10347 (32, 10) 10379 epoch: 18660, [Discriminator :: d_loss: 0.726264], [ Generator :: loss: 0.155369] random_index: 38399 (32, 10) 38431 epoch: 18661, [Discriminator :: d_loss: 0.734557], [ Generator :: loss: 0.149922] random_index: 10676 (32, 10) 10708 epoch: 18662, [Discriminator :: d_loss: 0.735138], [ Generator :: loss: 0.139633] random_index: 21398 (32, 10) 21430 epoch: 18663, [Discriminator :: d_loss: 0.735324], [ Generator :: loss: 0.136272] random_index: 41067 (32, 10) 41099 epoch: 18664, [Discriminator :: d_loss: 0.735477], [ Generator :: loss: 0.127201] random_index: 18179 (32, 10) 18211 epoch: 18665, [Discriminator :: d_loss: 0.742236], [ Generator :: loss: 0.131586] random_index: 14476 (32, 10) 14508 epoch: 18666, [Discriminator :: d_loss: 0.737677], [ Generator :: loss: 0.149287] random_index: 39887 (32, 10) 39919 epoch: 18667, [Discriminator :: d_loss: 0.723448], [ Generator :: loss: 0.150676] random_index: 23435 (32, 10) 23467 epoch: 18668, [Discriminator :: d_loss: 0.730456], [ Generator :: loss: 0.149380] random_index: 38030 (32, 10) 38062 epoch: 18669, [Discriminator :: d_loss: 0.731539], [ Generator :: loss: 0.147554] random_index: 27512 (32, 10) 27544 epoch: 18670, [Discriminator :: d_loss: 0.730311], [ Generator :: loss: 0.143994] random_index: 36681 (32, 10) 36713 epoch: 18671, [Discriminator :: d_loss: 0.737153], [ Generator :: loss: 0.132385] random_index: 35250 (32, 10) 35282 epoch: 18672, [Discriminator :: d_loss: 0.732850], [ Generator :: loss: 0.136569] random_index: 4115 (32, 10) 4147 epoch: 18673, [Discriminator :: d_loss: 0.734952], [ Generator :: loss: 0.141727] random_index: 27010 (32, 10) 27042 epoch: 18674, [Discriminator :: d_loss: 0.729914], [ Generator :: loss: 0.148919] random_index: 13643 (32, 10) 13675 epoch: 18675, [Discriminator :: d_loss: 0.727273], [ Generator :: loss: 0.147416] random_index: 4433 (32, 10) 4465 epoch: 18676, [Discriminator :: d_loss: 0.736909], [ Generator :: loss: 0.142726] random_index: 4530 (32, 10) 4562 epoch: 18677, [Discriminator :: d_loss: 0.726596], [ Generator :: loss: 0.135198] random_index: 2833 (32, 10) 2865 epoch: 18678, [Discriminator :: d_loss: 0.722087], [ Generator :: loss: 0.130946] random_index: 12991 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epoch: 18696, [Discriminator :: d_loss: 0.724695], [ Generator :: loss: 0.150691] random_index: 31254 (32, 10) 31286 epoch: 18697, [Discriminator :: d_loss: 0.736295], [ Generator :: loss: 0.156490] random_index: 36899 (32, 10) 36931 epoch: 18698, [Discriminator :: d_loss: 0.727964], [ Generator :: loss: 0.155634] random_index: 20986 (32, 10) 21018 epoch: 18699, [Discriminator :: d_loss: 0.727592], [ Generator :: loss: 0.148418] random_index: 25816 (32, 10) 25848 epoch: 18700, [Discriminator :: d_loss: 0.717769], [ Generator :: loss: 0.140937] random_index: 31662 (32, 10) 31694 epoch: 18701, [Discriminator :: d_loss: 0.731566], [ Generator :: loss: 0.148739] random_index: 36693 (32, 10) 36725 epoch: 18702, [Discriminator :: d_loss: 0.723083], [ Generator :: loss: 0.129836] random_index: 10005 (32, 10) 10037 epoch: 18703, [Discriminator :: d_loss: 0.722344], [ Generator :: loss: 0.128125] random_index: 5044 (32, 10) 5076 epoch: 18704, [Discriminator :: d_loss: 0.738222], [ Generator :: 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loss: 0.144440] random_index: 36626 (32, 10) 36658 epoch: 19801, [Discriminator :: d_loss: 0.726699], [ Generator :: loss: 0.149396] random_index: 30000 (32, 10) 30032 epoch: 19802, [Discriminator :: d_loss: 0.729142], [ Generator :: loss: 0.154702] random_index: 11214 (32, 10) 11246 epoch: 19803, [Discriminator :: d_loss: 0.725376], [ Generator :: loss: 0.157552] random_index: 32488 (32, 10) 32520 epoch: 19804, [Discriminator :: d_loss: 0.746834], [ Generator :: loss: 0.162176] random_index: 11331 (32, 10) 11363 epoch: 19805, [Discriminator :: d_loss: 0.731493], [ Generator :: loss: 0.165233] random_index: 15031 (32, 10) 15063 epoch: 19806, [Discriminator :: d_loss: 0.734981], [ Generator :: loss: 0.158126] random_index: 6229 (32, 10) 6261 epoch: 19807, [Discriminator :: d_loss: 0.730451], [ Generator :: loss: 0.141348] random_index: 37002 (32, 10) 37034 epoch: 19808, [Discriminator :: d_loss: 0.740665], [ Generator :: loss: 0.147677] random_index: 39317 (32, 10) 39349 epoch: 19809, 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d_loss: 0.731211], [ Generator :: loss: 0.133157] random_index: 24914 (32, 10) 24946 epoch: 19827, [Discriminator :: d_loss: 0.734512], [ Generator :: loss: 0.131515] random_index: 18200 (32, 10) 18232 epoch: 19828, [Discriminator :: d_loss: 0.733738], [ Generator :: loss: 0.137636] random_index: 12877 (32, 10) 12909 epoch: 19829, [Discriminator :: d_loss: 0.729867], [ Generator :: loss: 0.139295] random_index: 10102 (32, 10) 10134 epoch: 19830, [Discriminator :: d_loss: 0.725732], [ Generator :: loss: 0.144623] random_index: 15949 (32, 10) 15981 epoch: 19831, [Discriminator :: d_loss: 0.732852], [ Generator :: loss: 0.143376] random_index: 6169 (32, 10) 6201 epoch: 19832, [Discriminator :: d_loss: 0.732679], [ Generator :: loss: 0.149657] random_index: 40622 (32, 10) 40654 epoch: 19833, [Discriminator :: d_loss: 0.732704], [ Generator :: loss: 0.140765] random_index: 25884 (32, 10) 25916 epoch: 19834, [Discriminator :: d_loss: 0.733674], [ Generator :: loss: 0.135675] random_index: 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0.144942] random_index: 12794 (32, 10) 12826 epoch: 19878, [Discriminator :: d_loss: 0.730328], [ Generator :: loss: 0.143305] random_index: 7356 (32, 10) 7388 epoch: 19879, [Discriminator :: d_loss: 0.737090], [ Generator :: loss: 0.154015] random_index: 15463 (32, 10) 15495 epoch: 19880, [Discriminator :: d_loss: 0.723540], [ Generator :: loss: 0.141339] random_index: 23057 (32, 10) 23089 epoch: 19881, [Discriminator :: d_loss: 0.730834], [ Generator :: loss: 0.137752] random_index: 37522 (32, 10) 37554 epoch: 19882, [Discriminator :: d_loss: 0.738802], [ Generator :: loss: 0.146773] random_index: 12381 (32, 10) 12413 epoch: 19883, [Discriminator :: d_loss: 0.725847], [ Generator :: loss: 0.151807] random_index: 24930 (32, 10) 24962 epoch: 19884, [Discriminator :: d_loss: 0.730184], [ Generator :: loss: 0.149424] random_index: 10537 (32, 10) 10569 epoch: 19885, [Discriminator :: d_loss: 0.732583], [ Generator :: loss: 0.145798] random_index: 19435 (32, 10) 19467 epoch: 19886, 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0.152992] random_index: 21456 (32, 10) 21488 epoch: 20674, [Discriminator :: d_loss: 0.739055], [ Generator :: loss: 0.148280] random_index: 28177 (32, 10) 28209 epoch: 20675, [Discriminator :: d_loss: 0.722409], [ Generator :: loss: 0.150347] random_index: 39533 (32, 10) 39565 epoch: 20676, [Discriminator :: d_loss: 0.720519], [ Generator :: loss: 0.142031] random_index: 2198 (32, 10) 2230 epoch: 20677, [Discriminator :: d_loss: 0.728814], [ Generator :: loss: 0.147804] random_index: 17770 (32, 10) 17802 epoch: 20678, [Discriminator :: d_loss: 0.719053], [ Generator :: loss: 0.132653] random_index: 27868 (32, 10) 27900 epoch: 20679, [Discriminator :: d_loss: 0.734437], [ Generator :: loss: 0.129840] random_index: 21493 (32, 10) 21525 epoch: 20680, [Discriminator :: d_loss: 0.730118], [ Generator :: loss: 0.137895] random_index: 13642 (32, 10) 13674 epoch: 20681, [Discriminator :: d_loss: 0.738970], [ Generator :: loss: 0.156363] random_index: 31249 (32, 10) 31281 epoch: 20682, 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d_loss: 0.727990], [ Generator :: loss: 0.142489] random_index: 21180 (32, 10) 21212 epoch: 21710, [Discriminator :: d_loss: 0.730438], [ Generator :: loss: 0.129185] random_index: 17051 (32, 10) 17083 epoch: 21711, [Discriminator :: d_loss: 0.737384], [ Generator :: loss: 0.125100] random_index: 4071 (32, 10) 4103 epoch: 21712, [Discriminator :: d_loss: 0.730237], [ Generator :: loss: 0.142404] random_index: 2855 (32, 10) 2887 epoch: 21713, [Discriminator :: d_loss: 0.726726], [ Generator :: loss: 0.148152] random_index: 28566 (32, 10) 28598 epoch: 21714, [Discriminator :: d_loss: 0.726824], [ Generator :: loss: 0.161273] random_index: 7123 (32, 10) 7155 epoch: 21715, [Discriminator :: d_loss: 0.736848], [ Generator :: loss: 0.175572] random_index: 9067 (32, 10) 9099 epoch: 21716, [Discriminator :: d_loss: 0.728586], [ Generator :: loss: 0.161928] random_index: 13506 (32, 10) 13538 epoch: 21717, [Discriminator :: d_loss: 0.730029], [ Generator :: loss: 0.144306] random_index: 28859 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0.134372] random_index: 1448 (32, 10) 1480 epoch: 22472, [Discriminator :: d_loss: 0.733404], [ Generator :: loss: 0.140123] random_index: 37005 (32, 10) 37037 epoch: 22473, [Discriminator :: d_loss: 0.749220], [ Generator :: loss: 0.145402] random_index: 30743 (32, 10) 30775 epoch: 22474, [Discriminator :: d_loss: 0.726428], [ Generator :: loss: 0.149851] random_index: 25888 (32, 10) 25920 epoch: 22475, [Discriminator :: d_loss: 0.737442], [ Generator :: loss: 0.144409] random_index: 40567 (32, 10) 40599 epoch: 22476, [Discriminator :: d_loss: 0.732111], [ Generator :: loss: 0.147085] random_index: 24994 (32, 10) 25026 epoch: 22477, [Discriminator :: d_loss: 0.724555], [ Generator :: loss: 0.138235] random_index: 34537 (32, 10) 34569 epoch: 22478, [Discriminator :: d_loss: 0.735649], [ Generator :: loss: 0.123918] random_index: 35520 (32, 10) 35552 epoch: 22479, [Discriminator :: d_loss: 0.728445], [ Generator :: loss: 0.124349] random_index: 9334 (32, 10) 9366 epoch: 22480, 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epoch: 23208, [Discriminator :: d_loss: 0.729202], [ Generator :: loss: 0.137608] random_index: 30671 (32, 10) 30703 epoch: 23209, [Discriminator :: d_loss: 0.731233], [ Generator :: loss: 0.131519] random_index: 41454 (32, 10) 41486 epoch: 23210, [Discriminator :: d_loss: 0.723393], [ Generator :: loss: 0.133178] random_index: 18058 (32, 10) 18090 epoch: 23211, [Discriminator :: d_loss: 0.728929], [ Generator :: loss: 0.132945] random_index: 4291 (32, 10) 4323 epoch: 23212, [Discriminator :: d_loss: 0.725803], [ Generator :: loss: 0.137457] random_index: 36531 (32, 10) 36563 epoch: 23213, [Discriminator :: d_loss: 0.737246], [ Generator :: loss: 0.145386] random_index: 38997 (32, 10) 39029 epoch: 23214, [Discriminator :: d_loss: 0.731015], [ Generator :: loss: 0.149817] random_index: 32245 (32, 10) 32277 epoch: 23215, [Discriminator :: d_loss: 0.731278], [ Generator :: loss: 0.144451] random_index: 39126 (32, 10) 39158 epoch: 23216, [Discriminator :: d_loss: 0.729790], [ Generator :: 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10) 22073 epoch: 23268, [Discriminator :: d_loss: 0.717217], [ Generator :: loss: 0.140433] random_index: 28 (32, 10) 60 epoch: 23269, [Discriminator :: d_loss: 0.723021], [ Generator :: loss: 0.144824] random_index: 4516 (32, 10) 4548 epoch: 23270, [Discriminator :: d_loss: 0.728026], [ Generator :: loss: 0.147289] random_index: 315 (32, 10) 347 epoch: 23271, [Discriminator :: d_loss: 0.722468], [ Generator :: loss: 0.150901] random_index: 34661 (32, 10) 34693 epoch: 23272, [Discriminator :: d_loss: 0.721627], [ Generator :: loss: 0.143279] random_index: 37840 (32, 10) 37872 epoch: 23273, [Discriminator :: d_loss: 0.730908], [ Generator :: loss: 0.136428] random_index: 33900 (32, 10) 33932 epoch: 23274, [Discriminator :: d_loss: 0.719830], [ Generator :: loss: 0.141742] random_index: 9544 (32, 10) 9576 epoch: 23275, [Discriminator :: d_loss: 0.732133], [ Generator :: loss: 0.148251] random_index: 3736 (32, 10) 3768 epoch: 23276, [Discriminator :: d_loss: 0.735956], [ Generator :: 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[Discriminator :: d_loss: 0.723254], [ Generator :: loss: 0.142685] random_index: 16751 (32, 10) 16783 epoch: 23286, [Discriminator :: d_loss: 0.719744], [ Generator :: loss: 0.139235] random_index: 27577 (32, 10) 27609 epoch: 23287, [Discriminator :: d_loss: 0.734682], [ Generator :: loss: 0.160569] random_index: 30777 (32, 10) 30809 epoch: 23288, [Discriminator :: d_loss: 0.735736], [ Generator :: loss: 0.171928] random_index: 35732 (32, 10) 35764 epoch: 23289, [Discriminator :: d_loss: 0.733869], [ Generator :: loss: 0.163192] random_index: 13128 (32, 10) 13160 epoch: 23290, [Discriminator :: d_loss: 0.728989], [ Generator :: loss: 0.148164] random_index: 15098 (32, 10) 15130 epoch: 23291, [Discriminator :: d_loss: 0.731464], [ Generator :: loss: 0.127760] random_index: 18695 (32, 10) 18727 epoch: 23292, [Discriminator :: d_loss: 0.733023], [ Generator :: loss: 0.121613] random_index: 22718 (32, 10) 22750 epoch: 23293, [Discriminator :: d_loss: 0.723545], [ Generator :: loss: 0.129583] random_index: 22178 (32, 10) 22210 epoch: 23294, [Discriminator :: d_loss: 0.734070], [ Generator :: loss: 0.145816] random_index: 21347 (32, 10) 21379 epoch: 23295, [Discriminator :: d_loss: 0.724876], [ Generator :: loss: 0.155931] random_index: 24672 (32, 10) 24704 epoch: 23296, [Discriminator :: d_loss: 0.730197], [ Generator :: loss: 0.170842] random_index: 5271 (32, 10) 5303 epoch: 23297, [Discriminator :: d_loss: 0.737636], [ Generator :: loss: 0.158108] random_index: 22507 (32, 10) 22539 epoch: 23298, [Discriminator :: d_loss: 0.731819], [ Generator :: loss: 0.143119] random_index: 15359 (32, 10) 15391 epoch: 23299, [Discriminator :: d_loss: 0.732586], [ Generator :: loss: 0.130036] random_index: 30378 (32, 10) 30410 epoch: 23300, [Discriminator :: d_loss: 0.722221], [ Generator :: loss: 0.128926] random_index: 10419 (32, 10) 10451 epoch: 23301, [Discriminator :: d_loss: 0.729769], [ Generator :: loss: 0.131446] random_index: 29606 (32, 10) 29638 epoch: 23302, 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d_loss: 0.730900], [ Generator :: loss: 0.126227] random_index: 30235 (32, 10) 30267 epoch: 23320, [Discriminator :: d_loss: 0.729390], [ Generator :: loss: 0.142914] random_index: 11029 (32, 10) 11061 epoch: 23321, [Discriminator :: d_loss: 0.744515], [ Generator :: loss: 0.159225] random_index: 26244 (32, 10) 26276 epoch: 23322, [Discriminator :: d_loss: 0.733480], [ Generator :: loss: 0.159171] random_index: 30271 (32, 10) 30303 epoch: 23323, [Discriminator :: d_loss: 0.734522], [ Generator :: loss: 0.157398] random_index: 35852 (32, 10) 35884 epoch: 23324, [Discriminator :: d_loss: 0.747126], [ Generator :: loss: 0.150577] random_index: 37987 (32, 10) 38019 epoch: 23325, [Discriminator :: d_loss: 0.723801], [ Generator :: loss: 0.139985] random_index: 28728 (32, 10) 28760 epoch: 23326, [Discriminator :: d_loss: 0.733270], [ Generator :: loss: 0.132499] random_index: 7861 (32, 10) 7893 epoch: 23327, [Discriminator :: d_loss: 0.729883], [ Generator :: loss: 0.135370] random_index: 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Generator :: loss: 0.148711] random_index: 12335 (32, 10) 12367 epoch: 23337, [Discriminator :: d_loss: 0.724976], [ Generator :: loss: 0.155025] random_index: 27379 (32, 10) 27411 epoch: 23338, [Discriminator :: d_loss: 0.733456], [ Generator :: loss: 0.157530] random_index: 25145 (32, 10) 25177 epoch: 23339, [Discriminator :: d_loss: 0.735668], [ Generator :: loss: 0.144596] random_index: 21748 (32, 10) 21780 epoch: 23340, [Discriminator :: d_loss: 0.733550], [ Generator :: loss: 0.137085] random_index: 10736 (32, 10) 10768 epoch: 23341, [Discriminator :: d_loss: 0.732570], [ Generator :: loss: 0.141352] random_index: 37925 (32, 10) 37957 epoch: 23342, [Discriminator :: d_loss: 0.732245], [ Generator :: loss: 0.145255] random_index: 15198 (32, 10) 15230 epoch: 23343, [Discriminator :: d_loss: 0.715222], [ Generator :: loss: 0.141422] random_index: 21662 (32, 10) 21694 epoch: 23344, [Discriminator :: d_loss: 0.732584], [ Generator :: loss: 0.154156] random_index: 29274 (32, 10) 29306 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0.150887] random_index: 35219 (32, 10) 35251 epoch: 23491, [Discriminator :: d_loss: 0.714467], [ Generator :: loss: 0.147087] random_index: 8613 (32, 10) 8645 epoch: 23492, [Discriminator :: d_loss: 0.727816], [ Generator :: loss: 0.136325] random_index: 40767 (32, 10) 40799 epoch: 23493, [Discriminator :: d_loss: 0.726189], [ Generator :: loss: 0.139070] random_index: 31287 (32, 10) 31319 epoch: 23494, [Discriminator :: d_loss: 0.738378], [ Generator :: loss: 0.136954] random_index: 31544 (32, 10) 31576 epoch: 23495, [Discriminator :: d_loss: 0.731667], [ Generator :: loss: 0.142919] random_index: 32863 (32, 10) 32895 epoch: 23496, [Discriminator :: d_loss: 0.724229], [ Generator :: loss: 0.151386] random_index: 13148 (32, 10) 13180 epoch: 23497, [Discriminator :: d_loss: 0.724979], [ Generator :: loss: 0.151444] random_index: 21162 (32, 10) 21194 epoch: 23498, [Discriminator :: d_loss: 0.726687], [ Generator :: loss: 0.145008] random_index: 20908 (32, 10) 20940 epoch: 23499, 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:: loss: 0.150447] random_index: 20207 (32, 10) 20239 epoch: 23919, [Discriminator :: d_loss: 0.721668], [ Generator :: loss: 0.155711] random_index: 23706 (32, 10) 23738 epoch: 23920, [Discriminator :: d_loss: 0.734401], [ Generator :: loss: 0.149140] random_index: 18054 (32, 10) 18086 epoch: 23921, [Discriminator :: d_loss: 0.734947], [ Generator :: loss: 0.145119] random_index: 37500 (32, 10) 37532 epoch: 23922, [Discriminator :: d_loss: 0.734778], [ Generator :: loss: 0.151545] random_index: 22602 (32, 10) 22634 epoch: 23923, [Discriminator :: d_loss: 0.740817], [ Generator :: loss: 0.151487] random_index: 7825 (32, 10) 7857 epoch: 23924, [Discriminator :: d_loss: 0.730319], [ Generator :: loss: 0.147169] random_index: 5362 (32, 10) 5394 epoch: 23925, [Discriminator :: d_loss: 0.732516], [ Generator :: loss: 0.140180] random_index: 14658 (32, 10) 14690 epoch: 23926, [Discriminator :: d_loss: 0.751640], [ Generator :: loss: 0.146252] random_index: 41586 (32, 10) 41618 epoch: 23927, 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epoch: 24184, [Discriminator :: d_loss: 0.723360], [ Generator :: loss: 0.139834] random_index: 8136 (32, 10) 8168 epoch: 24185, [Discriminator :: d_loss: 0.729960], [ Generator :: loss: 0.140321] random_index: 19961 (32, 10) 19993 epoch: 24186, [Discriminator :: d_loss: 0.731334], [ Generator :: loss: 0.145507] random_index: 21633 (32, 10) 21665 epoch: 24187, [Discriminator :: d_loss: 0.726996], [ Generator :: loss: 0.153796] random_index: 20402 (32, 10) 20434 epoch: 24188, [Discriminator :: d_loss: 0.727045], [ Generator :: loss: 0.151318] random_index: 5712 (32, 10) 5744 epoch: 24189, [Discriminator :: d_loss: 0.729735], [ Generator :: loss: 0.150875] random_index: 25810 (32, 10) 25842 epoch: 24190, [Discriminator :: d_loss: 0.723240], [ Generator :: loss: 0.138932] random_index: 23164 (32, 10) 23196 epoch: 24191, [Discriminator :: d_loss: 0.722375], [ Generator :: loss: 0.127458] random_index: 41805 (32, 10) 41837 epoch: 24192, [Discriminator :: d_loss: 0.730735], [ Generator :: 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0.139172] random_index: 13738 (32, 10) 13770 epoch: 24210, [Discriminator :: d_loss: 0.726818], [ Generator :: loss: 0.152201] random_index: 20671 (32, 10) 20703 epoch: 24211, [Discriminator :: d_loss: 0.738607], [ Generator :: loss: 0.152213] random_index: 29095 (32, 10) 29127 epoch: 24212, [Discriminator :: d_loss: 0.725730], [ Generator :: loss: 0.147931] random_index: 5126 (32, 10) 5158 epoch: 24213, [Discriminator :: d_loss: 0.732386], [ Generator :: loss: 0.139791] random_index: 21983 (32, 10) 22015 epoch: 24214, [Discriminator :: d_loss: 0.731806], [ Generator :: loss: 0.137653] random_index: 1094 (32, 10) 1126 epoch: 24215, [Discriminator :: d_loss: 0.727223], [ Generator :: loss: 0.135843] random_index: 30424 (32, 10) 30456 epoch: 24216, [Discriminator :: d_loss: 0.728094], [ Generator :: loss: 0.135921] random_index: 750 (32, 10) 782 epoch: 24217, [Discriminator :: d_loss: 0.742412], [ Generator :: loss: 0.145650] random_index: 36785 (32, 10) 36817 epoch: 24218, 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:: loss: 0.137425] random_index: 6376 (32, 10) 6408 epoch: 24270, [Discriminator :: d_loss: 0.725818], [ Generator :: loss: 0.137493] random_index: 7506 (32, 10) 7538 epoch: 24271, [Discriminator :: d_loss: 0.732619], [ Generator :: loss: 0.139748] random_index: 25535 (32, 10) 25567 epoch: 24272, [Discriminator :: d_loss: 0.732733], [ Generator :: loss: 0.145644] random_index: 2198 (32, 10) 2230 epoch: 24273, [Discriminator :: d_loss: 0.737506], [ Generator :: loss: 0.144021] random_index: 32821 (32, 10) 32853 epoch: 24274, [Discriminator :: d_loss: 0.724478], [ Generator :: loss: 0.150194] random_index: 25744 (32, 10) 25776 epoch: 24275, [Discriminator :: d_loss: 0.730143], [ Generator :: loss: 0.156912] random_index: 40544 (32, 10) 40576 epoch: 24276, [Discriminator :: d_loss: 0.724883], [ Generator :: loss: 0.147946] random_index: 24793 (32, 10) 24825 epoch: 24277, [Discriminator :: d_loss: 0.737595], [ Generator :: loss: 0.146901] random_index: 36928 (32, 10) 36960 epoch: 24278, 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[Discriminator :: d_loss: 0.735291], [ Generator :: loss: 0.163677] random_index: 11339 (32, 10) 11371 epoch: 24296, [Discriminator :: d_loss: 0.728435], [ Generator :: loss: 0.139270] random_index: 18356 (32, 10) 18388 epoch: 24297, [Discriminator :: d_loss: 0.725361], [ Generator :: loss: 0.134925] random_index: 3467 (32, 10) 3499 epoch: 24298, [Discriminator :: d_loss: 0.728617], [ Generator :: loss: 0.137016] random_index: 17772 (32, 10) 17804 epoch: 24299, [Discriminator :: d_loss: 0.731050], [ Generator :: loss: 0.140759] random_index: 10704 (32, 10) 10736 epoch: 24300, [Discriminator :: d_loss: 0.740043], [ Generator :: loss: 0.155598] random_index: 4647 (32, 10) 4679 epoch: 24301, [Discriminator :: d_loss: 0.732210], [ Generator :: loss: 0.152925] random_index: 39637 (32, 10) 39669 epoch: 24302, [Discriminator :: d_loss: 0.727385], [ Generator :: loss: 0.149477] random_index: 23816 (32, 10) 23848 epoch: 24303, [Discriminator :: d_loss: 0.737298], [ Generator :: loss: 0.148241] 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Generator :: loss: 0.162508] random_index: 23867 (32, 10) 23899 epoch: 24484, [Discriminator :: d_loss: 0.720871], [ Generator :: loss: 0.158224] random_index: 1686 (32, 10) 1718 epoch: 24485, [Discriminator :: d_loss: 0.730061], [ Generator :: loss: 0.139333] random_index: 38657 (32, 10) 38689 epoch: 24486, [Discriminator :: d_loss: 0.731302], [ Generator :: loss: 0.140155] random_index: 31940 (32, 10) 31972 epoch: 24487, [Discriminator :: d_loss: 0.728398], [ Generator :: loss: 0.150262] random_index: 35199 (32, 10) 35231 epoch: 24488, [Discriminator :: d_loss: 0.723794], [ Generator :: loss: 0.146773] random_index: 38843 (32, 10) 38875 epoch: 24489, [Discriminator :: d_loss: 0.729909], [ Generator :: loss: 0.136056] random_index: 24043 (32, 10) 24075 epoch: 24490, [Discriminator :: d_loss: 0.726287], [ Generator :: loss: 0.137568] random_index: 29333 (32, 10) 29365 epoch: 24491, [Discriminator :: d_loss: 0.733972], [ Generator :: loss: 0.141596] random_index: 20261 (32, 10) 20293 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loss: 0.133256] random_index: 37739 (32, 10) 37771 epoch: 24501, [Discriminator :: d_loss: 0.731449], [ Generator :: loss: 0.124095] random_index: 9168 (32, 10) 9200 epoch: 24502, [Discriminator :: d_loss: 0.735976], [ Generator :: loss: 0.135659] random_index: 17338 (32, 10) 17370 epoch: 24503, [Discriminator :: d_loss: 0.738141], [ Generator :: loss: 0.150747] random_index: 23448 (32, 10) 23480 epoch: 24504, [Discriminator :: d_loss: 0.734851], [ Generator :: loss: 0.157991] random_index: 3873 (32, 10) 3905 epoch: 24505, [Discriminator :: d_loss: 0.738831], [ Generator :: loss: 0.164814] random_index: 12878 (32, 10) 12910 epoch: 24506, [Discriminator :: d_loss: 0.734752], [ Generator :: loss: 0.157401] random_index: 10523 (32, 10) 10555 epoch: 24507, [Discriminator :: d_loss: 0.737882], [ Generator :: loss: 0.145235] random_index: 41629 (32, 10) 41661 epoch: 24508, [Discriminator :: d_loss: 0.732482], [ Generator :: loss: 0.134743] random_index: 18801 (32, 10) 18833 epoch: 24509, 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d_loss: 0.733093], [ Generator :: loss: 0.122793] random_index: 36229 (32, 10) 36261 epoch: 24527, [Discriminator :: d_loss: 0.730856], [ Generator :: loss: 0.126517] random_index: 4792 (32, 10) 4824 epoch: 24528, [Discriminator :: d_loss: 0.724659], [ Generator :: loss: 0.133360] random_index: 20886 (32, 10) 20918 epoch: 24529, [Discriminator :: d_loss: 0.732010], [ Generator :: loss: 0.153904] random_index: 16638 (32, 10) 16670 epoch: 24530, [Discriminator :: d_loss: 0.729024], [ Generator :: loss: 0.162743] random_index: 4426 (32, 10) 4458 epoch: 24531, [Discriminator :: d_loss: 0.732067], [ Generator :: loss: 0.155839] random_index: 38191 (32, 10) 38223 epoch: 24532, [Discriminator :: d_loss: 0.732541], [ Generator :: loss: 0.148424] random_index: 3109 (32, 10) 3141 epoch: 24533, [Discriminator :: d_loss: 0.740118], [ Generator :: loss: 0.140557] random_index: 40607 (32, 10) 40639 epoch: 24534, [Discriminator :: d_loss: 0.734907], [ Generator :: loss: 0.136921] random_index: 15600 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:: d_loss: 0.730311], [ Generator :: loss: 0.137473] random_index: 24344 (32, 10) 24376 epoch: 24570, [Discriminator :: d_loss: 0.728986], [ Generator :: loss: 0.142472] random_index: 14881 (32, 10) 14913 epoch: 24571, [Discriminator :: d_loss: 0.717839], [ Generator :: loss: 0.132229] random_index: 22722 (32, 10) 22754 epoch: 24572, [Discriminator :: d_loss: 0.716953], [ Generator :: loss: 0.136493] random_index: 19355 (32, 10) 19387 epoch: 24573, [Discriminator :: d_loss: 0.731006], [ Generator :: loss: 0.141566] random_index: 40416 (32, 10) 40448 epoch: 24574, [Discriminator :: d_loss: 0.728546], [ Generator :: loss: 0.150315] random_index: 16731 (32, 10) 16763 epoch: 24575, [Discriminator :: d_loss: 0.718280], [ Generator :: loss: 0.144372] random_index: 9063 (32, 10) 9095 epoch: 24576, [Discriminator :: d_loss: 0.720919], [ Generator :: loss: 0.139110] random_index: 28990 (32, 10) 29022 epoch: 24577, [Discriminator :: d_loss: 0.720905], [ Generator :: loss: 0.134249] random_index: 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epoch: 24595, [Discriminator :: d_loss: 0.725681], [ Generator :: loss: 0.147470] random_index: 29970 (32, 10) 30002 epoch: 24596, [Discriminator :: d_loss: 0.728181], [ Generator :: loss: 0.163611] random_index: 6159 (32, 10) 6191 epoch: 24597, [Discriminator :: d_loss: 0.728317], [ Generator :: loss: 0.162310] random_index: 36919 (32, 10) 36951 epoch: 24598, [Discriminator :: d_loss: 0.731812], [ Generator :: loss: 0.161590] random_index: 12384 (32, 10) 12416 epoch: 24599, [Discriminator :: d_loss: 0.731836], [ Generator :: loss: 0.143422] random_index: 27712 (32, 10) 27744 epoch: 24600, [Discriminator :: d_loss: 0.733527], [ Generator :: loss: 0.125465] random_index: 6887 (32, 10) 6919 epoch: 24601, [Discriminator :: d_loss: 0.718997], [ Generator :: loss: 0.121072] random_index: 36051 (32, 10) 36083 epoch: 24602, [Discriminator :: d_loss: 0.732273], [ Generator :: loss: 0.122210] random_index: 25616 (32, 10) 25648 epoch: 24603, [Discriminator :: d_loss: 0.732873], [ Generator :: 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epoch: 24749, [Discriminator :: d_loss: 0.730688], [ Generator :: loss: 0.146345] random_index: 22937 (32, 10) 22969 epoch: 24750, [Discriminator :: d_loss: 0.737308], [ Generator :: loss: 0.146264] random_index: 30561 (32, 10) 30593 epoch: 24751, [Discriminator :: d_loss: 0.725856], [ Generator :: loss: 0.145047] random_index: 4573 (32, 10) 4605 epoch: 24752, [Discriminator :: d_loss: 0.729545], [ Generator :: loss: 0.143432] random_index: 38222 (32, 10) 38254 epoch: 24753, [Discriminator :: d_loss: 0.723717], [ Generator :: loss: 0.139922] random_index: 4091 (32, 10) 4123 epoch: 24754, [Discriminator :: d_loss: 0.729127], [ Generator :: loss: 0.136461] random_index: 31601 (32, 10) 31633 epoch: 24755, [Discriminator :: d_loss: 0.733042], [ Generator :: loss: 0.145785] random_index: 33140 (32, 10) 33172 epoch: 24756, [Discriminator :: d_loss: 0.720169], [ Generator :: loss: 0.140764] random_index: 19834 (32, 10) 19866 epoch: 24757, [Discriminator :: d_loss: 0.721914], [ Generator :: 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d_loss: 0.722230], [ Generator :: loss: 0.140463] random_index: 366 (32, 10) 398 epoch: 24844, [Discriminator :: d_loss: 0.735198], [ Generator :: loss: 0.149623] random_index: 17637 (32, 10) 17669 epoch: 24845, [Discriminator :: d_loss: 0.732222], [ Generator :: loss: 0.153820] random_index: 873 (32, 10) 905 epoch: 24846, [Discriminator :: d_loss: 0.740231], [ Generator :: loss: 0.160959] random_index: 21800 (32, 10) 21832 epoch: 24847, [Discriminator :: d_loss: 0.730821], [ Generator :: loss: 0.158819] random_index: 11265 (32, 10) 11297 epoch: 24848, [Discriminator :: d_loss: 0.740243], [ Generator :: loss: 0.150019] random_index: 36273 (32, 10) 36305 epoch: 24849, [Discriminator :: d_loss: 0.732787], [ Generator :: loss: 0.149807] random_index: 14141 (32, 10) 14173 epoch: 24850, [Discriminator :: d_loss: 0.737605], [ Generator :: loss: 0.149475] random_index: 41307 (32, 10) 41339 epoch: 24851, [Discriminator :: d_loss: 0.727345], [ Generator :: loss: 0.154264] random_index: 29228 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:: d_loss: 0.735543], [ Generator :: loss: 0.121098] random_index: 34442 (32, 10) 34474 epoch: 24904, [Discriminator :: d_loss: 0.738212], [ Generator :: loss: 0.138125] random_index: 3992 (32, 10) 4024 epoch: 24905, [Discriminator :: d_loss: 0.743371], [ Generator :: loss: 0.165029] random_index: 6631 (32, 10) 6663 epoch: 24906, [Discriminator :: d_loss: 0.732876], [ Generator :: loss: 0.184105] random_index: 14070 (32, 10) 14102 epoch: 24907, [Discriminator :: d_loss: 0.741173], [ Generator :: loss: 0.167074] random_index: 38208 (32, 10) 38240 epoch: 24908, [Discriminator :: d_loss: 0.737763], [ Generator :: loss: 0.152616] random_index: 18101 (32, 10) 18133 epoch: 24909, [Discriminator :: d_loss: 0.735574], [ Generator :: loss: 0.138338] random_index: 40460 (32, 10) 40492 epoch: 24910, [Discriminator :: d_loss: 0.731459], [ Generator :: loss: 0.125407] random_index: 35879 (32, 10) 35911 epoch: 24911, [Discriminator :: d_loss: 0.747341], [ Generator :: loss: 0.135900] random_index: 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Generator :: loss: 0.133126] random_index: 6565 (32, 10) 6597 epoch: 24938, [Discriminator :: d_loss: 0.735845], [ Generator :: loss: 0.147600] random_index: 28603 (32, 10) 28635 epoch: 24939, [Discriminator :: d_loss: 0.732432], [ Generator :: loss: 0.151623] random_index: 29428 (32, 10) 29460 epoch: 24940, [Discriminator :: d_loss: 0.732389], [ Generator :: loss: 0.147776] random_index: 27841 (32, 10) 27873 epoch: 24941, [Discriminator :: d_loss: 0.729314], [ Generator :: loss: 0.144159] random_index: 28561 (32, 10) 28593 epoch: 24942, [Discriminator :: d_loss: 0.735438], [ Generator :: loss: 0.142955] random_index: 37085 (32, 10) 37117 epoch: 24943, [Discriminator :: d_loss: 0.727113], [ Generator :: loss: 0.140239] random_index: 39208 (32, 10) 39240 epoch: 24944, [Discriminator :: d_loss: 0.733332], [ Generator :: loss: 0.138484] random_index: 27609 (32, 10) 27641 epoch: 24945, [Discriminator :: d_loss: 0.731823], [ Generator :: loss: 0.141210] random_index: 36109 (32, 10) 36141 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0.148480] random_index: 37722 (32, 10) 37754 epoch: 25853, [Discriminator :: d_loss: 0.730251], [ Generator :: loss: 0.139596] random_index: 28972 (32, 10) 29004 epoch: 25854, [Discriminator :: d_loss: 0.728306], [ Generator :: loss: 0.129190] random_index: 24570 (32, 10) 24602 epoch: 25855, [Discriminator :: d_loss: 0.736444], [ Generator :: loss: 0.123066] random_index: 20989 (32, 10) 21021 epoch: 25856, [Discriminator :: d_loss: 0.724009], [ Generator :: loss: 0.124889] random_index: 8215 (32, 10) 8247 epoch: 25857, [Discriminator :: d_loss: 0.740747], [ Generator :: loss: 0.138417] random_index: 28758 (32, 10) 28790 epoch: 25858, [Discriminator :: d_loss: 0.721252], [ Generator :: loss: 0.148675] random_index: 7831 (32, 10) 7863 epoch: 25859, [Discriminator :: d_loss: 0.730237], [ Generator :: loss: 0.156466] random_index: 12164 (32, 10) 12196 epoch: 25860, [Discriminator :: d_loss: 0.732741], [ Generator :: loss: 0.152488] random_index: 22779 (32, 10) 22811 epoch: 25861, 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0.133565] random_index: 38203 (32, 10) 38235 epoch: 26007, [Discriminator :: d_loss: 0.732312], [ Generator :: loss: 0.132320] random_index: 27678 (32, 10) 27710 epoch: 26008, [Discriminator :: d_loss: 0.734665], [ Generator :: loss: 0.138664] random_index: 351 (32, 10) 383 epoch: 26009, [Discriminator :: d_loss: 0.725234], [ Generator :: loss: 0.144096] random_index: 21391 (32, 10) 21423 epoch: 26010, [Discriminator :: d_loss: 0.729972], [ Generator :: loss: 0.157606] random_index: 22061 (32, 10) 22093 epoch: 26011, [Discriminator :: d_loss: 0.721393], [ Generator :: loss: 0.154580] random_index: 12686 (32, 10) 12718 epoch: 26012, [Discriminator :: d_loss: 0.737566], [ Generator :: loss: 0.157007] random_index: 33790 (32, 10) 33822 epoch: 26013, [Discriminator :: d_loss: 0.728775], [ Generator :: loss: 0.143477] random_index: 22384 (32, 10) 22416 epoch: 26014, [Discriminator :: d_loss: 0.728203], [ Generator :: loss: 0.139894] random_index: 4185 (32, 10) 4217 epoch: 26015, 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0.724980], [ Generator :: loss: 0.139654] random_index: 37412 (32, 10) 37444 epoch: 26033, [Discriminator :: d_loss: 0.730310], [ Generator :: loss: 0.143263] random_index: 29326 (32, 10) 29358 epoch: 26034, [Discriminator :: d_loss: 0.731108], [ Generator :: loss: 0.142224] random_index: 18838 (32, 10) 18870 epoch: 26035, [Discriminator :: d_loss: 0.733486], [ Generator :: loss: 0.151974] random_index: 25518 (32, 10) 25550 epoch: 26036, [Discriminator :: d_loss: 0.729917], [ Generator :: loss: 0.151187] random_index: 14811 (32, 10) 14843 epoch: 26037, [Discriminator :: d_loss: 0.728607], [ Generator :: loss: 0.139787] random_index: 23290 (32, 10) 23322 epoch: 26038, [Discriminator :: d_loss: 0.740469], [ Generator :: loss: 0.142109] random_index: 24649 (32, 10) 24681 epoch: 26039, [Discriminator :: d_loss: 0.720420], [ Generator :: loss: 0.126974] random_index: 14904 (32, 10) 14936 epoch: 26040, [Discriminator :: d_loss: 0.741616], [ Generator :: loss: 0.146049] random_index: 18765 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epoch: 26760, [Discriminator :: d_loss: 0.738024], [ Generator :: loss: 0.149787] random_index: 6332 (32, 10) 6364 epoch: 26761, [Discriminator :: d_loss: 0.731349], [ Generator :: loss: 0.156047] random_index: 5011 (32, 10) 5043 epoch: 26762, [Discriminator :: d_loss: 0.727279], [ Generator :: loss: 0.164434] random_index: 16455 (32, 10) 16487 epoch: 26763, [Discriminator :: d_loss: 0.730541], [ Generator :: loss: 0.152699] random_index: 19564 (32, 10) 19596 epoch: 26764, [Discriminator :: d_loss: 0.725680], [ Generator :: loss: 0.150008] random_index: 7303 (32, 10) 7335 epoch: 26765, [Discriminator :: d_loss: 0.721328], [ Generator :: loss: 0.130844] random_index: 15473 (32, 10) 15505 epoch: 26766, [Discriminator :: d_loss: 0.731867], [ Generator :: loss: 0.133064] random_index: 6263 (32, 10) 6295 epoch: 26767, [Discriminator :: d_loss: 0.725891], [ Generator :: loss: 0.138139] random_index: 25391 (32, 10) 25423 epoch: 26768, [Discriminator :: d_loss: 0.730007], [ Generator :: loss: 0.148168] random_index: 9212 (32, 10) 9244 epoch: 26769, [Discriminator :: d_loss: 0.717032], [ Generator :: loss: 0.157038] random_index: 27525 (32, 10) 27557 epoch: 26770, [Discriminator :: d_loss: 0.727456], [ Generator :: loss: 0.158833] random_index: 34651 (32, 10) 34683 epoch: 26771, [Discriminator :: d_loss: 0.726830], [ Generator :: loss: 0.150308] random_index: 17802 (32, 10) 17834 epoch: 26772, [Discriminator :: d_loss: 0.724505], [ Generator :: loss: 0.141936] random_index: 9371 (32, 10) 9403 epoch: 26773, [Discriminator :: d_loss: 0.718919], [ Generator :: loss: 0.129220] random_index: 1308 (32, 10) 1340 epoch: 26774, [Discriminator :: d_loss: 0.722120], [ Generator :: loss: 0.129352] random_index: 24089 (32, 10) 24121 epoch: 26775, [Discriminator :: d_loss: 0.735844], [ Generator :: loss: 0.146113] random_index: 18431 (32, 10) 18463 epoch: 26776, [Discriminator :: d_loss: 0.722823], [ Generator :: loss: 0.161908] random_index: 7104 (32, 10) 7136 epoch: 26777, 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random_index: 33733 (32, 10) 33765 epoch: 26786, [Discriminator :: d_loss: 0.728389], [ Generator :: loss: 0.148214] random_index: 29950 (32, 10) 29982 epoch: 26787, [Discriminator :: d_loss: 0.729715], [ Generator :: loss: 0.141032] random_index: 29081 (32, 10) 29113 epoch: 26788, [Discriminator :: d_loss: 0.721822], [ Generator :: loss: 0.129527] random_index: 17196 (32, 10) 17228 epoch: 26789, [Discriminator :: d_loss: 0.725844], [ Generator :: loss: 0.130430] random_index: 3543 (32, 10) 3575 epoch: 26790, [Discriminator :: d_loss: 0.736479], [ Generator :: loss: 0.141113] random_index: 25472 (32, 10) 25504 epoch: 26791, [Discriminator :: d_loss: 0.732022], [ Generator :: loss: 0.161226] random_index: 26261 (32, 10) 26293 epoch: 26792, [Discriminator :: d_loss: 0.724525], [ Generator :: loss: 0.160261] random_index: 13319 (32, 10) 13351 epoch: 26793, [Discriminator :: d_loss: 0.727472], [ Generator :: loss: 0.148526] random_index: 7739 (32, 10) 7771 epoch: 26794, [Discriminator :: d_loss: 0.725258], [ Generator :: loss: 0.136587] random_index: 18484 (32, 10) 18516 epoch: 26795, [Discriminator :: d_loss: 0.743205], [ Generator :: loss: 0.141441] random_index: 13908 (32, 10) 13940 epoch: 26796, [Discriminator :: d_loss: 0.732283], [ Generator :: loss: 0.150916] random_index: 30552 (32, 10) 30584 epoch: 26797, [Discriminator :: d_loss: 0.726201], [ Generator :: loss: 0.149934] random_index: 8640 (32, 10) 8672 epoch: 26798, [Discriminator :: d_loss: 0.724464], [ Generator :: loss: 0.159585] random_index: 29666 (32, 10) 29698 epoch: 26799, [Discriminator :: d_loss: 0.725039], [ Generator :: loss: 0.150119] random_index: 5358 (32, 10) 5390 epoch: 26800, [Discriminator :: d_loss: 0.727745], [ Generator :: loss: 0.140073] random_index: 6761 (32, 10) 6793 epoch: 26801, [Discriminator :: d_loss: 0.722129], [ Generator :: loss: 0.117304] random_index: 17704 (32, 10) 17736 epoch: 26802, [Discriminator :: d_loss: 0.733849], [ Generator :: loss: 0.125898] random_index: 23277 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0.156711] random_index: 6084 (32, 10) 6116 epoch: 26829, [Discriminator :: d_loss: 0.727435], [ Generator :: loss: 0.158292] random_index: 40621 (32, 10) 40653 epoch: 26830, [Discriminator :: d_loss: 0.732313], [ Generator :: loss: 0.145137] random_index: 28744 (32, 10) 28776 epoch: 26831, [Discriminator :: d_loss: 0.727804], [ Generator :: loss: 0.134691] random_index: 23752 (32, 10) 23784 epoch: 26832, [Discriminator :: d_loss: 0.722973], [ Generator :: loss: 0.127686] random_index: 15936 (32, 10) 15968 epoch: 26833, [Discriminator :: d_loss: 0.721570], [ Generator :: loss: 0.122645] random_index: 39011 (32, 10) 39043 epoch: 26834, [Discriminator :: d_loss: 0.732307], [ Generator :: loss: 0.123876] random_index: 9555 (32, 10) 9587 epoch: 26835, [Discriminator :: d_loss: 0.729505], [ Generator :: loss: 0.150801] random_index: 19817 (32, 10) 19849 epoch: 26836, [Discriminator :: d_loss: 0.728805], [ Generator :: loss: 0.159613] random_index: 40745 (32, 10) 40777 epoch: 26837, [Discriminator :: d_loss: 0.734106], [ Generator :: loss: 0.159372] random_index: 33240 (32, 10) 33272 epoch: 26838, [Discriminator :: d_loss: 0.727201], [ Generator :: loss: 0.158349] random_index: 6567 (32, 10) 6599 epoch: 26839, [Discriminator :: d_loss: 0.736459], [ Generator :: loss: 0.147936] random_index: 10221 (32, 10) 10253 epoch: 26840, [Discriminator :: d_loss: 0.726071], [ Generator :: loss: 0.138518] random_index: 20299 (32, 10) 20331 epoch: 26841, [Discriminator :: d_loss: 0.730923], [ Generator :: loss: 0.127519] random_index: 33219 (32, 10) 33251 epoch: 26842, [Discriminator :: d_loss: 0.726936], [ Generator :: loss: 0.132806] random_index: 40429 (32, 10) 40461 epoch: 26843, [Discriminator :: d_loss: 0.720503], [ Generator :: loss: 0.130050] random_index: 27272 (32, 10) 27304 epoch: 26844, [Discriminator :: d_loss: 0.725078], [ Generator :: loss: 0.149317] random_index: 31058 (32, 10) 31090 epoch: 26845, [Discriminator :: d_loss: 0.727104], [ Generator :: loss: 0.155506] random_index: 36775 (32, 10) 36807 epoch: 26846, [Discriminator :: d_loss: 0.726710], [ Generator :: loss: 0.154752] random_index: 29493 (32, 10) 29525 epoch: 26847, [Discriminator :: d_loss: 0.734469], [ Generator :: loss: 0.148568] random_index: 32729 (32, 10) 32761 epoch: 26848, [Discriminator :: d_loss: 0.724298], [ Generator :: loss: 0.140281] random_index: 34173 (32, 10) 34205 epoch: 26849, [Discriminator :: d_loss: 0.731157], [ Generator :: loss: 0.139505] random_index: 18195 (32, 10) 18227 epoch: 26850, [Discriminator :: d_loss: 0.733884], [ Generator :: loss: 0.136056] random_index: 38179 (32, 10) 38211 epoch: 26851, [Discriminator :: d_loss: 0.727076], [ Generator :: loss: 0.138060] random_index: 4810 (32, 10) 4842 epoch: 26852, [Discriminator :: d_loss: 0.735231], [ Generator :: loss: 0.153729] random_index: 15105 (32, 10) 15137 epoch: 26853, [Discriminator :: d_loss: 0.735001], [ Generator :: loss: 0.163243] random_index: 27906 (32, 10) 27938 epoch: 26854, [Discriminator :: d_loss: 0.728543], [ Generator :: loss: 0.163444] random_index: 31769 (32, 10) 31801 epoch: 26855, [Discriminator :: d_loss: 0.736784], [ Generator :: loss: 0.153401] random_index: 24988 (32, 10) 25020 epoch: 26856, [Discriminator :: d_loss: 0.726382], [ Generator :: loss: 0.147207] random_index: 13498 (32, 10) 13530 epoch: 26857, [Discriminator :: d_loss: 0.733229], [ Generator :: loss: 0.139945] random_index: 28433 (32, 10) 28465 epoch: 26858, [Discriminator :: d_loss: 0.719885], [ Generator :: loss: 0.131251] random_index: 27472 (32, 10) 27504 epoch: 26859, [Discriminator :: d_loss: 0.719565], [ Generator :: loss: 0.128339] random_index: 28375 (32, 10) 28407 epoch: 26860, [Discriminator :: d_loss: 0.725781], [ Generator :: loss: 0.139991] random_index: 39650 (32, 10) 39682 epoch: 26861, [Discriminator :: d_loss: 0.734673], [ Generator :: loss: 0.143885] random_index: 29042 (32, 10) 29074 epoch: 26862, [Discriminator :: d_loss: 0.725139], [ Generator :: loss: 0.145592] random_index: 22497 (32, 10) 22529 epoch: 26863, [Discriminator :: d_loss: 0.722108], [ Generator :: loss: 0.154029] random_index: 25234 (32, 10) 25266 epoch: 26864, [Discriminator :: d_loss: 0.726276], [ Generator :: loss: 0.147875] random_index: 4183 (32, 10) 4215 epoch: 26865, [Discriminator :: d_loss: 0.731557], [ Generator :: loss: 0.146258] random_index: 9315 (32, 10) 9347 epoch: 26866, [Discriminator :: d_loss: 0.727261], [ Generator :: loss: 0.144345] random_index: 7546 (32, 10) 7578 epoch: 26867, [Discriminator :: d_loss: 0.729600], [ Generator :: loss: 0.147540] random_index: 18912 (32, 10) 18944 epoch: 26868, [Discriminator :: d_loss: 0.733746], [ Generator :: loss: 0.137064] random_index: 31139 (32, 10) 31171 epoch: 26869, [Discriminator :: d_loss: 0.727701], [ Generator :: loss: 0.143592] random_index: 37598 (32, 10) 37630 epoch: 26870, [Discriminator :: d_loss: 0.726470], [ Generator :: loss: 0.138168] random_index: 36091 (32, 10) 36123 epoch: 26871, 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d_loss: 0.731681], [ Generator :: loss: 0.145814] random_index: 40936 (32, 10) 40968 epoch: 26889, [Discriminator :: d_loss: 0.737716], [ Generator :: loss: 0.137579] random_index: 28273 (32, 10) 28305 epoch: 26890, [Discriminator :: d_loss: 0.743327], [ Generator :: loss: 0.132448] random_index: 18117 (32, 10) 18149 epoch: 26891, [Discriminator :: d_loss: 0.732980], [ Generator :: loss: 0.144476] random_index: 24232 (32, 10) 24264 epoch: 26892, [Discriminator :: d_loss: 0.731910], [ Generator :: loss: 0.148340] random_index: 20650 (32, 10) 20682 epoch: 26893, [Discriminator :: d_loss: 0.732720], [ Generator :: loss: 0.157848] random_index: 14658 (32, 10) 14690 epoch: 26894, [Discriminator :: d_loss: 0.735424], [ Generator :: loss: 0.150034] random_index: 38393 (32, 10) 38425 epoch: 26895, [Discriminator :: d_loss: 0.727309], [ Generator :: loss: 0.142502] random_index: 14779 (32, 10) 14811 epoch: 26896, [Discriminator :: d_loss: 0.737141], [ Generator :: loss: 0.136716] random_index: 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[Discriminator :: d_loss: 0.726417], [ Generator :: loss: 0.138214] random_index: 34076 (32, 10) 34108 epoch: 27266, [Discriminator :: d_loss: 0.728698], [ Generator :: loss: 0.145139] random_index: 31118 (32, 10) 31150 epoch: 27267, [Discriminator :: d_loss: 0.723862], [ Generator :: loss: 0.140749] random_index: 27767 (32, 10) 27799 epoch: 27268, [Discriminator :: d_loss: 0.727355], [ Generator :: loss: 0.133513] random_index: 19994 (32, 10) 20026 epoch: 27269, [Discriminator :: d_loss: 0.730590], [ Generator :: loss: 0.140360] random_index: 35976 (32, 10) 36008 epoch: 27270, [Discriminator :: d_loss: 0.721233], [ Generator :: loss: 0.137867] random_index: 21945 (32, 10) 21977 epoch: 27271, [Discriminator :: d_loss: 0.729266], [ Generator :: loss: 0.146254] random_index: 28171 (32, 10) 28203 epoch: 27272, [Discriminator :: d_loss: 0.730677], [ Generator :: loss: 0.148421] random_index: 22069 (32, 10) 22101 epoch: 27273, [Discriminator :: d_loss: 0.734032], [ Generator :: loss: 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epoch: 27402, [Discriminator :: d_loss: 0.731106], [ Generator :: loss: 0.158018] random_index: 13315 (32, 10) 13347 epoch: 27403, [Discriminator :: d_loss: 0.723924], [ Generator :: loss: 0.151899] random_index: 29956 (32, 10) 29988 epoch: 27404, [Discriminator :: d_loss: 0.722833], [ Generator :: loss: 0.144109] random_index: 7784 (32, 10) 7816 epoch: 27405, [Discriminator :: d_loss: 0.729933], [ Generator :: loss: 0.144479] random_index: 7269 (32, 10) 7301 epoch: 27406, [Discriminator :: d_loss: 0.723436], [ Generator :: loss: 0.134164] random_index: 19216 (32, 10) 19248 epoch: 27407, [Discriminator :: d_loss: 0.725922], [ Generator :: loss: 0.132373] random_index: 34392 (32, 10) 34424 epoch: 27408, [Discriminator :: d_loss: 0.735068], [ Generator :: loss: 0.135702] random_index: 15354 (32, 10) 15386 epoch: 27409, [Discriminator :: d_loss: 0.722764], [ Generator :: loss: 0.148479] random_index: 40956 (32, 10) 40988 epoch: 27410, [Discriminator :: d_loss: 0.727918], [ Generator :: loss: 0.155703] random_index: 22636 (32, 10) 22668 epoch: 27411, [Discriminator :: d_loss: 0.733370], [ Generator :: loss: 0.161344] random_index: 40399 (32, 10) 40431 epoch: 27412, [Discriminator :: d_loss: 0.728701], [ Generator :: loss: 0.155700] random_index: 21065 (32, 10) 21097 epoch: 27413, [Discriminator :: d_loss: 0.721098], [ Generator :: loss: 0.139482] random_index: 20551 (32, 10) 20583 epoch: 27414, [Discriminator :: d_loss: 0.749307], [ Generator :: loss: 0.138847] random_index: 3020 (32, 10) 3052 epoch: 27415, [Discriminator :: d_loss: 0.731705], [ Generator :: loss: 0.136186] random_index: 31304 (32, 10) 31336 epoch: 27416, [Discriminator :: d_loss: 0.728797], [ Generator :: loss: 0.141374] random_index: 41078 (32, 10) 41110 epoch: 27417, [Discriminator :: d_loss: 0.728787], [ Generator :: loss: 0.145987] random_index: 33579 (32, 10) 33611 epoch: 27418, [Discriminator :: d_loss: 0.733737], [ Generator :: loss: 0.147654] random_index: 11382 (32, 10) 11414 epoch: 27419, [Discriminator :: d_loss: 0.726065], [ Generator :: loss: 0.150280] random_index: 23220 (32, 10) 23252 epoch: 27420, [Discriminator :: d_loss: 0.733843], [ Generator :: loss: 0.137857] random_index: 7396 (32, 10) 7428 epoch: 27421, [Discriminator :: d_loss: 0.726761], [ Generator :: loss: 0.132675] random_index: 15576 (32, 10) 15608 epoch: 27422, [Discriminator :: d_loss: 0.730739], [ Generator :: loss: 0.135675] random_index: 20883 (32, 10) 20915 epoch: 27423, [Discriminator :: d_loss: 0.731364], [ Generator :: loss: 0.135321] random_index: 28838 (32, 10) 28870 epoch: 27424, [Discriminator :: d_loss: 0.729048], [ Generator :: loss: 0.146753] random_index: 29354 (32, 10) 29386 epoch: 27425, [Discriminator :: d_loss: 0.730622], [ Generator :: loss: 0.157098] random_index: 31611 (32, 10) 31643 epoch: 27426, [Discriminator :: d_loss: 0.732327], [ Generator :: loss: 0.165626] random_index: 3053 (32, 10) 3085 epoch: 27427, [Discriminator :: d_loss: 0.726927], [ Generator :: loss: 0.161758] random_index: 14330 (32, 10) 14362 epoch: 27428, [Discriminator :: d_loss: 0.720525], [ Generator :: loss: 0.145424] random_index: 5434 (32, 10) 5466 epoch: 27429, [Discriminator :: d_loss: 0.718698], [ Generator :: loss: 0.134418] random_index: 4738 (32, 10) 4770 epoch: 27430, [Discriminator :: d_loss: 0.729865], [ Generator :: loss: 0.129689] random_index: 1330 (32, 10) 1362 epoch: 27431, [Discriminator :: d_loss: 0.728809], [ Generator :: loss: 0.139930] random_index: 37232 (32, 10) 37264 epoch: 27432, [Discriminator :: d_loss: 0.725348], [ Generator :: loss: 0.139420] random_index: 35396 (32, 10) 35428 epoch: 27433, [Discriminator :: d_loss: 0.721773], [ Generator :: loss: 0.155117] random_index: 262 (32, 10) 294 epoch: 27434, [Discriminator :: d_loss: 0.723685], [ Generator :: loss: 0.148275] random_index: 3702 (32, 10) 3734 epoch: 27435, [Discriminator :: d_loss: 0.729151], [ Generator :: loss: 0.147192] random_index: 20757 (32, 10) 20789 epoch: 27436, [Discriminator :: d_loss: 0.732681], [ Generator :: loss: 0.138303] random_index: 8000 (32, 10) 8032 epoch: 27437, [Discriminator :: d_loss: 0.721315], [ Generator :: loss: 0.121412] random_index: 7885 (32, 10) 7917 epoch: 27438, [Discriminator :: d_loss: 0.729495], [ Generator :: loss: 0.121495] random_index: 29291 (32, 10) 29323 epoch: 27439, [Discriminator :: d_loss: 0.740282], [ Generator :: loss: 0.133788] random_index: 14141 (32, 10) 14173 epoch: 27440, [Discriminator :: d_loss: 0.734115], [ Generator :: loss: 0.148470] random_index: 41133 (32, 10) 41165 epoch: 27441, [Discriminator :: d_loss: 0.725017], [ Generator :: loss: 0.144138] random_index: 29967 (32, 10) 29999 epoch: 27442, [Discriminator :: d_loss: 0.734953], [ Generator :: loss: 0.150234] random_index: 22112 (32, 10) 22144 epoch: 27443, [Discriminator :: d_loss: 0.729699], [ Generator :: loss: 0.165225] random_index: 29111 (32, 10) 29143 epoch: 27444, [Discriminator :: d_loss: 0.741083], [ Generator :: loss: 0.147256] random_index: 34128 (32, 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0.166090] random_index: 6356 (32, 10) 6388 epoch: 27471, [Discriminator :: d_loss: 0.739069], [ Generator :: loss: 0.157639] random_index: 8049 (32, 10) 8081 epoch: 27472, [Discriminator :: d_loss: 0.727376], [ Generator :: loss: 0.153758] random_index: 30566 (32, 10) 30598 epoch: 27473, [Discriminator :: d_loss: 0.724095], [ Generator :: loss: 0.131637] random_index: 38964 (32, 10) 38996 epoch: 27474, [Discriminator :: d_loss: 0.719928], [ Generator :: loss: 0.124999] random_index: 37410 (32, 10) 37442 epoch: 27475, [Discriminator :: d_loss: 0.726130], [ Generator :: loss: 0.122699] random_index: 4237 (32, 10) 4269 epoch: 27476, [Discriminator :: d_loss: 0.735812], [ Generator :: loss: 0.132572] random_index: 23806 (32, 10) 23838 epoch: 27477, [Discriminator :: d_loss: 0.720037], [ Generator :: loss: 0.143305] random_index: 41213 (32, 10) 41245 epoch: 27478, [Discriminator :: d_loss: 0.722344], [ Generator :: loss: 0.146217] random_index: 9163 (32, 10) 9195 epoch: 27479, [Discriminator :: d_loss: 0.729254], [ Generator :: loss: 0.147158] random_index: 35715 (32, 10) 35747 epoch: 27480, [Discriminator :: d_loss: 0.730793], [ Generator :: loss: 0.151638] random_index: 3772 (32, 10) 3804 epoch: 27481, [Discriminator :: d_loss: 0.729365], [ Generator :: loss: 0.147429] random_index: 20091 (32, 10) 20123 epoch: 27482, [Discriminator :: d_loss: 0.727455], [ Generator :: loss: 0.130292] random_index: 19077 (32, 10) 19109 epoch: 27483, [Discriminator :: d_loss: 0.723671], [ Generator :: loss: 0.122265] random_index: 32064 (32, 10) 32096 epoch: 27484, [Discriminator :: d_loss: 0.733281], [ Generator :: loss: 0.127529] random_index: 23181 (32, 10) 23213 epoch: 27485, [Discriminator :: d_loss: 0.731410], [ Generator :: loss: 0.130822] random_index: 24417 (32, 10) 24449 epoch: 27486, [Discriminator :: d_loss: 0.727687], [ Generator :: loss: 0.134042] random_index: 26647 (32, 10) 26679 epoch: 27487, [Discriminator :: d_loss: 0.731198], [ Generator :: loss: 0.150361] random_index: 10283 (32, 10) 10315 epoch: 27488, [Discriminator :: d_loss: 0.730565], [ Generator :: loss: 0.146642] random_index: 17140 (32, 10) 17172 epoch: 27489, [Discriminator :: d_loss: 0.730805], [ Generator :: loss: 0.144421] random_index: 25706 (32, 10) 25738 epoch: 27490, [Discriminator :: d_loss: 0.727050], [ Generator :: loss: 0.146849] random_index: 8945 (32, 10) 8977 epoch: 27491, [Discriminator :: d_loss: 0.724176], [ Generator :: loss: 0.135150] random_index: 35350 (32, 10) 35382 epoch: 27492, [Discriminator :: d_loss: 0.736430], [ Generator :: loss: 0.137255] random_index: 33169 (32, 10) 33201 epoch: 27493, [Discriminator :: d_loss: 0.723344], [ Generator :: loss: 0.130836] random_index: 35391 (32, 10) 35423 epoch: 27494, [Discriminator :: d_loss: 0.722112], [ Generator :: loss: 0.136865] random_index: 15557 (32, 10) 15589 epoch: 27495, [Discriminator :: d_loss: 0.745147], [ Generator :: loss: 0.156182] random_index: 32190 (32, 10) 32222 epoch: 27496, [Discriminator :: d_loss: 0.732626], [ Generator :: loss: 0.159776] random_index: 39140 (32, 10) 39172 epoch: 27497, [Discriminator :: d_loss: 0.738816], [ Generator :: loss: 0.156845] random_index: 10212 (32, 10) 10244 epoch: 27498, [Discriminator :: d_loss: 0.729500], [ Generator :: loss: 0.155564] random_index: 11913 (32, 10) 11945 epoch: 27499, [Discriminator :: d_loss: 0.731751], [ Generator :: loss: 0.139598] random_index: 23728 (32, 10) 23760 epoch: 27500, [Discriminator :: d_loss: 0.726887], [ Generator :: loss: 0.127894] random_index: 40539 (32, 10) 40571 epoch: 27501, [Discriminator :: d_loss: 0.723333], [ Generator :: loss: 0.126138] random_index: 11730 (32, 10) 11762 epoch: 27502, [Discriminator :: d_loss: 0.737622], [ Generator :: loss: 0.132059] random_index: 41540 (32, 10) 41572 epoch: 27503, [Discriminator :: d_loss: 0.726644], [ Generator :: loss: 0.144357] random_index: 8190 (32, 10) 8222 epoch: 27504, [Discriminator :: d_loss: 0.727934], [ Generator :: loss: 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[Discriminator :: d_loss: 0.727576], [ Generator :: loss: 0.128970] random_index: 26400 (32, 10) 26432 epoch: 27514, [Discriminator :: d_loss: 0.726595], [ Generator :: loss: 0.119837] random_index: 38442 (32, 10) 38474 epoch: 27515, [Discriminator :: d_loss: 0.735503], [ Generator :: loss: 0.140478] random_index: 14258 (32, 10) 14290 epoch: 27516, [Discriminator :: d_loss: 0.731086], [ Generator :: loss: 0.142685] random_index: 30749 (32, 10) 30781 epoch: 27517, [Discriminator :: d_loss: 0.726899], [ Generator :: loss: 0.153240] random_index: 11998 (32, 10) 12030 epoch: 27518, [Discriminator :: d_loss: 0.728642], [ Generator :: loss: 0.154067] random_index: 9969 (32, 10) 10001 epoch: 27519, [Discriminator :: d_loss: 0.732766], [ Generator :: loss: 0.147891] random_index: 17674 (32, 10) 17706 epoch: 27520, [Discriminator :: d_loss: 0.733703], [ Generator :: loss: 0.144298] random_index: 17608 (32, 10) 17640 epoch: 27521, [Discriminator :: d_loss: 0.724704], [ Generator :: loss: 0.133736] random_index: 13129 (32, 10) 13161 epoch: 27522, [Discriminator :: d_loss: 0.730896], [ Generator :: loss: 0.136531] random_index: 15589 (32, 10) 15621 epoch: 27523, [Discriminator :: d_loss: 0.741301], [ Generator :: loss: 0.147965] random_index: 31739 (32, 10) 31771 epoch: 27524, [Discriminator :: d_loss: 0.730944], [ Generator :: loss: 0.147743] random_index: 1881 (32, 10) 1913 epoch: 27525, [Discriminator :: d_loss: 0.736083], [ Generator :: loss: 0.155009] random_index: 20561 (32, 10) 20593 epoch: 27526, [Discriminator :: d_loss: 0.734615], [ Generator :: loss: 0.156272] random_index: 31418 (32, 10) 31450 epoch: 27527, [Discriminator :: d_loss: 0.739078], [ Generator :: loss: 0.149822] random_index: 14968 (32, 10) 15000 epoch: 27528, [Discriminator :: d_loss: 0.732938], [ Generator :: loss: 0.147134] random_index: 6651 (32, 10) 6683 epoch: 27529, [Discriminator :: d_loss: 0.727657], [ Generator :: loss: 0.134563] random_index: 18128 (32, 10) 18160 epoch: 27530, [Discriminator :: d_loss: 0.732995], [ Generator :: loss: 0.133177] random_index: 13789 (32, 10) 13821 epoch: 27531, [Discriminator :: d_loss: 0.721680], [ Generator :: loss: 0.127383] random_index: 30031 (32, 10) 30063 epoch: 27532, [Discriminator :: d_loss: 0.734330], [ Generator :: loss: 0.136709] random_index: 37929 (32, 10) 37961 epoch: 27533, [Discriminator :: d_loss: 0.727683], [ Generator :: loss: 0.143583] random_index: 38468 (32, 10) 38500 epoch: 27534, [Discriminator :: d_loss: 0.721545], [ Generator :: loss: 0.146525] random_index: 31355 (32, 10) 31387 epoch: 27535, [Discriminator :: d_loss: 0.733367], [ Generator :: loss: 0.152169] random_index: 14362 (32, 10) 14394 epoch: 27536, [Discriminator :: d_loss: 0.735231], [ Generator :: loss: 0.149471] random_index: 17318 (32, 10) 17350 epoch: 27537, [Discriminator :: d_loss: 0.728801], [ Generator :: loss: 0.141870] random_index: 37607 (32, 10) 37639 epoch: 27538, [Discriminator :: d_loss: 0.731944], [ Generator :: loss: 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Generator :: loss: 0.157329] random_index: 14118 (32, 10) 14150 epoch: 27736, [Discriminator :: d_loss: 0.731681], [ Generator :: loss: 0.152617] random_index: 3689 (32, 10) 3721 epoch: 27737, [Discriminator :: d_loss: 0.736618], [ Generator :: loss: 0.141084] random_index: 4450 (32, 10) 4482 epoch: 27738, [Discriminator :: d_loss: 0.737470], [ Generator :: loss: 0.138016] random_index: 5870 (32, 10) 5902 epoch: 27739, [Discriminator :: d_loss: 0.740126], [ Generator :: loss: 0.135565] random_index: 22833 (32, 10) 22865 epoch: 27740, [Discriminator :: d_loss: 0.726018], [ Generator :: loss: 0.143947] random_index: 30805 (32, 10) 30837 epoch: 27741, [Discriminator :: d_loss: 0.721496], [ Generator :: loss: 0.147903] random_index: 787 (32, 10) 819 epoch: 27742, [Discriminator :: d_loss: 0.725929], [ Generator :: loss: 0.142096] random_index: 21879 (32, 10) 21911 epoch: 27743, [Discriminator :: d_loss: 0.722952], [ Generator :: loss: 0.146001] random_index: 17053 (32, 10) 17085 epoch: 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0.157454] random_index: 31480 (32, 10) 31512 epoch: 27753, [Discriminator :: d_loss: 0.723933], [ Generator :: loss: 0.149083] random_index: 6015 (32, 10) 6047 epoch: 27754, [Discriminator :: d_loss: 0.727521], [ Generator :: loss: 0.143037] random_index: 38404 (32, 10) 38436 epoch: 27755, [Discriminator :: d_loss: 0.724448], [ Generator :: loss: 0.142644] random_index: 39881 (32, 10) 39913 epoch: 27756, [Discriminator :: d_loss: 0.723996], [ Generator :: loss: 0.130091] random_index: 1756 (32, 10) 1788 epoch: 27757, [Discriminator :: d_loss: 0.729939], [ Generator :: loss: 0.151124] random_index: 31371 (32, 10) 31403 epoch: 27758, [Discriminator :: d_loss: 0.723518], [ Generator :: loss: 0.154149] random_index: 37447 (32, 10) 37479 epoch: 27759, [Discriminator :: d_loss: 0.726197], [ Generator :: loss: 0.153062] random_index: 16516 (32, 10) 16548 epoch: 27760, [Discriminator :: d_loss: 0.722680], [ Generator :: loss: 0.150530] random_index: 30225 (32, 10) 30257 epoch: 27761, [Discriminator :: d_loss: 0.725267], [ Generator :: loss: 0.142056] random_index: 28378 (32, 10) 28410 epoch: 27762, [Discriminator :: d_loss: 0.724453], [ Generator :: loss: 0.139133] random_index: 3109 (32, 10) 3141 epoch: 27763, [Discriminator :: d_loss: 0.735116], [ Generator :: loss: 0.138702] random_index: 16522 (32, 10) 16554 epoch: 27764, [Discriminator :: d_loss: 0.725559], [ Generator :: loss: 0.151237] random_index: 34064 (32, 10) 34096 epoch: 27765, [Discriminator :: d_loss: 0.736437], [ Generator :: loss: 0.163383] random_index: 16608 (32, 10) 16640 epoch: 27766, [Discriminator :: d_loss: 0.726987], [ Generator :: loss: 0.162574] random_index: 26856 (32, 10) 26888 epoch: 27767, [Discriminator :: d_loss: 0.732461], [ Generator :: loss: 0.152903] random_index: 19974 (32, 10) 20006 epoch: 27768, [Discriminator :: d_loss: 0.728182], [ Generator :: loss: 0.130670] random_index: 13409 (32, 10) 13441 epoch: 27769, [Discriminator :: d_loss: 0.724622], [ Generator :: loss: 0.125576] random_index: 34181 (32, 10) 34213 epoch: 27770, [Discriminator :: d_loss: 0.727350], [ Generator :: loss: 0.124971] random_index: 31148 (32, 10) 31180 epoch: 27771, [Discriminator :: d_loss: 0.727832], [ Generator :: loss: 0.135863] random_index: 5227 (32, 10) 5259 epoch: 27772, [Discriminator :: d_loss: 0.723277], [ Generator :: loss: 0.160438] random_index: 28608 (32, 10) 28640 epoch: 27773, [Discriminator :: d_loss: 0.734235], [ Generator :: loss: 0.156935] random_index: 40380 (32, 10) 40412 epoch: 27774, [Discriminator :: d_loss: 0.731541], [ Generator :: loss: 0.155462] random_index: 36677 (32, 10) 36709 epoch: 27775, [Discriminator :: d_loss: 0.730027], [ Generator :: loss: 0.149870] random_index: 39499 (32, 10) 39531 epoch: 27776, [Discriminator :: d_loss: 0.729183], [ Generator :: loss: 0.141545] random_index: 16133 (32, 10) 16165 epoch: 27777, [Discriminator :: d_loss: 0.721115], [ Generator :: loss: 0.125689] random_index: 33724 (32, 10) 33756 epoch: 27778, [Discriminator :: d_loss: 0.734114], [ Generator :: loss: 0.129163] random_index: 6056 (32, 10) 6088 epoch: 27779, [Discriminator :: d_loss: 0.722316], [ Generator :: loss: 0.130778] random_index: 37142 (32, 10) 37174 epoch: 27780, [Discriminator :: d_loss: 0.726811], [ Generator :: loss: 0.145925] random_index: 39239 (32, 10) 39271 epoch: 27781, [Discriminator :: d_loss: 0.726886], [ Generator :: loss: 0.149220] random_index: 14195 (32, 10) 14227 epoch: 27782, [Discriminator :: d_loss: 0.728302], [ Generator :: loss: 0.158786] random_index: 8061 (32, 10) 8093 epoch: 27783, [Discriminator :: d_loss: 0.732767], [ Generator :: loss: 0.156532] random_index: 2979 (32, 10) 3011 epoch: 27784, [Discriminator :: d_loss: 0.725300], [ Generator :: loss: 0.138214] random_index: 15236 (32, 10) 15268 epoch: 27785, [Discriminator :: d_loss: 0.727736], [ Generator :: loss: 0.124544] random_index: 16901 (32, 10) 16933 epoch: 27786, [Discriminator :: d_loss: 0.742763], [ Generator :: loss: 0.129309] random_index: 14689 (32, 10) 14721 epoch: 27787, [Discriminator :: d_loss: 0.728886], [ Generator :: loss: 0.139503] random_index: 11637 (32, 10) 11669 epoch: 27788, [Discriminator :: d_loss: 0.727243], [ Generator :: loss: 0.140634] random_index: 22516 (32, 10) 22548 epoch: 27789, [Discriminator :: d_loss: 0.731193], [ Generator :: loss: 0.155803] random_index: 11879 (32, 10) 11911 epoch: 27790, [Discriminator :: d_loss: 0.729227], [ Generator :: loss: 0.150223] random_index: 9379 (32, 10) 9411 epoch: 27791, [Discriminator :: d_loss: 0.730141], [ Generator :: loss: 0.145128] random_index: 15384 (32, 10) 15416 epoch: 27792, [Discriminator :: d_loss: 0.734564], [ Generator :: loss: 0.134333] random_index: 3541 (32, 10) 3573 epoch: 27793, [Discriminator :: d_loss: 0.742474], [ Generator :: loss: 0.133341] random_index: 17550 (32, 10) 17582 epoch: 27794, [Discriminator :: d_loss: 0.733519], [ Generator :: loss: 0.132385] random_index: 36494 (32, 10) 36526 epoch: 27795, [Discriminator :: d_loss: 0.730844], [ Generator :: loss: 0.137748] random_index: 21981 (32, 10) 22013 epoch: 27796, [Discriminator :: d_loss: 0.736014], [ Generator :: loss: 0.147600] random_index: 682 (32, 10) 714 epoch: 27797, [Discriminator :: d_loss: 0.735362], [ Generator :: loss: 0.150668] random_index: 1903 (32, 10) 1935 epoch: 27798, [Discriminator :: d_loss: 0.728647], [ Generator :: loss: 0.153107] random_index: 31066 (32, 10) 31098 epoch: 27799, [Discriminator :: d_loss: 0.727218], [ Generator :: loss: 0.147749] random_index: 25087 (32, 10) 25119 epoch: 27800, [Discriminator :: d_loss: 0.735213], [ Generator :: loss: 0.130002] random_index: 33820 (32, 10) 33852 epoch: 27801, [Discriminator :: d_loss: 0.737972], [ Generator :: loss: 0.135823] random_index: 39436 (32, 10) 39468 epoch: 27802, [Discriminator :: d_loss: 0.736782], [ Generator :: loss: 0.135838] random_index: 24102 (32, 10) 24134 epoch: 27803, [Discriminator :: d_loss: 0.735030], [ Generator :: loss: 0.143456] random_index: 23337 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:: loss: 0.139815] random_index: 33611 (32, 10) 33643 epoch: 27830, [Discriminator :: d_loss: 0.730143], [ Generator :: loss: 0.151290] random_index: 38300 (32, 10) 38332 epoch: 27831, [Discriminator :: d_loss: 0.732780], [ Generator :: loss: 0.148013] random_index: 12298 (32, 10) 12330 epoch: 27832, [Discriminator :: d_loss: 0.726938], [ Generator :: loss: 0.141731] random_index: 31115 (32, 10) 31147 epoch: 27833, [Discriminator :: d_loss: 0.722876], [ Generator :: loss: 0.139126] random_index: 47 (32, 10) 79 epoch: 27834, [Discriminator :: d_loss: 0.729528], [ Generator :: loss: 0.131608] random_index: 41509 (32, 10) 41541 epoch: 27835, [Discriminator :: d_loss: 0.738751], [ Generator :: loss: 0.135005] random_index: 34297 (32, 10) 34329 epoch: 27836, [Discriminator :: d_loss: 0.732778], [ Generator :: loss: 0.134961] random_index: 32383 (32, 10) 32415 epoch: 27837, [Discriminator :: d_loss: 0.731086], [ Generator :: loss: 0.141876] random_index: 41332 (32, 10) 41364 epoch: 27838, [Discriminator :: d_loss: 0.721859], [ Generator :: loss: 0.147492] random_index: 19409 (32, 10) 19441 epoch: 27839, [Discriminator :: d_loss: 0.727706], [ Generator :: loss: 0.147728] random_index: 41639 (32, 10) 41671 epoch: 27840, [Discriminator :: d_loss: 0.727492], [ Generator :: loss: 0.140937] random_index: 31617 (32, 10) 31649 epoch: 27841, [Discriminator :: d_loss: 0.730746], [ Generator :: loss: 0.127257] random_index: 39503 (32, 10) 39535 epoch: 27842, [Discriminator :: d_loss: 0.739042], [ Generator :: loss: 0.127393] random_index: 24347 (32, 10) 24379 epoch: 27843, [Discriminator :: d_loss: 0.735769], [ Generator :: loss: 0.132408] random_index: 18419 (32, 10) 18451 epoch: 27844, [Discriminator :: d_loss: 0.730953], [ Generator :: loss: 0.151833] random_index: 25388 (32, 10) 25420 epoch: 27845, [Discriminator :: d_loss: 0.721389], [ Generator :: loss: 0.157055] random_index: 28297 (32, 10) 28329 epoch: 27846, [Discriminator :: d_loss: 0.732286], [ Generator :: loss: 0.154919] random_index: 383 (32, 10) 415 epoch: 27847, [Discriminator :: d_loss: 0.729560], [ Generator :: loss: 0.155995] random_index: 14599 (32, 10) 14631 epoch: 27848, [Discriminator :: d_loss: 0.731603], [ Generator :: loss: 0.144714] random_index: 38137 (32, 10) 38169 epoch: 27849, [Discriminator :: d_loss: 0.725360], [ Generator :: loss: 0.126710] random_index: 20866 (32, 10) 20898 epoch: 27850, [Discriminator :: d_loss: 0.723769], [ Generator :: loss: 0.127175] random_index: 33840 (32, 10) 33872 epoch: 27851, [Discriminator :: d_loss: 0.728672], [ Generator :: loss: 0.123591] random_index: 15215 (32, 10) 15247 epoch: 27852, [Discriminator :: d_loss: 0.721560], [ Generator :: loss: 0.141515] random_index: 28691 (32, 10) 28723 epoch: 27853, [Discriminator :: d_loss: 0.725166], [ Generator :: loss: 0.148631] random_index: 30767 (32, 10) 30799 epoch: 27854, [Discriminator :: d_loss: 0.723032], [ Generator :: loss: 0.150451] random_index: 24165 (32, 10) 24197 epoch: 27855, 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d_loss: 0.727688], [ Generator :: loss: 0.135170] random_index: 31332 (32, 10) 31364 epoch: 27873, [Discriminator :: d_loss: 0.725761], [ Generator :: loss: 0.146221] random_index: 2951 (32, 10) 2983 epoch: 27874, [Discriminator :: d_loss: 0.731913], [ Generator :: loss: 0.147649] random_index: 994 (32, 10) 1026 epoch: 27875, [Discriminator :: d_loss: 0.729966], [ Generator :: loss: 0.138673] random_index: 10136 (32, 10) 10168 epoch: 27876, [Discriminator :: d_loss: 0.729959], [ Generator :: loss: 0.140394] random_index: 38760 (32, 10) 38792 epoch: 27877, [Discriminator :: d_loss: 0.731836], [ Generator :: loss: 0.140677] random_index: 26739 (32, 10) 26771 epoch: 27878, [Discriminator :: d_loss: 0.729757], [ Generator :: loss: 0.135274] random_index: 21597 (32, 10) 21629 epoch: 27879, [Discriminator :: d_loss: 0.736805], [ Generator :: loss: 0.138285] random_index: 20766 (32, 10) 20798 epoch: 27880, [Discriminator :: d_loss: 0.740284], [ Generator :: loss: 0.141537] random_index: 19305 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0.152875] random_index: 22108 (32, 10) 22140 epoch: 28241, [Discriminator :: d_loss: 0.723405], [ Generator :: loss: 0.151640] random_index: 13537 (32, 10) 13569 epoch: 28242, [Discriminator :: d_loss: 0.731792], [ Generator :: loss: 0.151348] random_index: 8714 (32, 10) 8746 epoch: 28243, [Discriminator :: d_loss: 0.724929], [ Generator :: loss: 0.134909] random_index: 12775 (32, 10) 12807 epoch: 28244, [Discriminator :: d_loss: 0.726753], [ Generator :: loss: 0.129474] random_index: 25995 (32, 10) 26027 epoch: 28245, [Discriminator :: d_loss: 0.725177], [ Generator :: loss: 0.135339] random_index: 26151 (32, 10) 26183 epoch: 28246, [Discriminator :: d_loss: 0.728129], [ Generator :: loss: 0.145683] random_index: 27657 (32, 10) 27689 epoch: 28247, [Discriminator :: d_loss: 0.721893], [ Generator :: loss: 0.139333] random_index: 26350 (32, 10) 26382 epoch: 28248, [Discriminator :: d_loss: 0.718680], [ Generator :: loss: 0.151036] random_index: 34208 (32, 10) 34240 epoch: 28249, [Discriminator :: d_loss: 0.719289], [ Generator :: loss: 0.141858] random_index: 41186 (32, 10) 41218 epoch: 28250, [Discriminator :: d_loss: 0.731370], [ Generator :: loss: 0.138755] random_index: 34961 (32, 10) 34993 epoch: 28251, [Discriminator :: d_loss: 0.739919], [ Generator :: loss: 0.147380] random_index: 1322 (32, 10) 1354 epoch: 28252, [Discriminator :: d_loss: 0.727449], [ Generator :: loss: 0.153621] random_index: 26658 (32, 10) 26690 epoch: 28253, [Discriminator :: d_loss: 0.733756], [ Generator :: loss: 0.154481] random_index: 24555 (32, 10) 24587 epoch: 28254, [Discriminator :: d_loss: 0.731071], [ Generator :: loss: 0.155845] random_index: 17579 (32, 10) 17611 epoch: 28255, [Discriminator :: d_loss: 0.721014], [ Generator :: loss: 0.146102] random_index: 26805 (32, 10) 26837 epoch: 28256, [Discriminator :: d_loss: 0.731321], [ Generator :: loss: 0.129463] random_index: 34008 (32, 10) 34040 epoch: 28257, [Discriminator :: d_loss: 0.734603], [ Generator :: loss: 0.125703] random_index: 15446 (32, 10) 15478 epoch: 28258, [Discriminator :: d_loss: 0.731551], [ Generator :: loss: 0.141885] random_index: 41684 (32, 10) 41716 epoch: 28259, [Discriminator :: d_loss: 0.726590], [ Generator :: loss: 0.155367] random_index: 24171 (32, 10) 24203 epoch: 28260, [Discriminator :: d_loss: 0.735449], [ Generator :: loss: 0.164624] random_index: 25036 (32, 10) 25068 epoch: 28261, [Discriminator :: d_loss: 0.727134], [ Generator :: loss: 0.157583] random_index: 26289 (32, 10) 26321 epoch: 28262, [Discriminator :: d_loss: 0.732713], [ Generator :: loss: 0.147513] random_index: 15972 (32, 10) 16004 epoch: 28263, [Discriminator :: d_loss: 0.735401], [ Generator :: loss: 0.150567] random_index: 17698 (32, 10) 17730 epoch: 28264, [Discriminator :: d_loss: 0.721494], [ Generator :: loss: 0.142055] random_index: 21583 (32, 10) 21615 epoch: 28265, [Discriminator :: d_loss: 0.725639], [ Generator :: loss: 0.135007] random_index: 21551 (32, 10) 21583 epoch: 28266, [Discriminator :: d_loss: 0.729833], [ Generator :: loss: 0.135675] random_index: 39099 (32, 10) 39131 epoch: 28267, [Discriminator :: d_loss: 0.728942], [ Generator :: loss: 0.137035] random_index: 2060 (32, 10) 2092 epoch: 28268, [Discriminator :: d_loss: 0.732325], [ Generator :: loss: 0.143548] random_index: 14407 (32, 10) 14439 epoch: 28269, [Discriminator :: d_loss: 0.734985], [ Generator :: loss: 0.143897] random_index: 23668 (32, 10) 23700 epoch: 28270, [Discriminator :: d_loss: 0.733601], [ Generator :: loss: 0.156309] random_index: 28149 (32, 10) 28181 epoch: 28271, [Discriminator :: d_loss: 0.722939], [ Generator :: loss: 0.146985] random_index: 37774 (32, 10) 37806 epoch: 28272, [Discriminator :: d_loss: 0.727740], [ Generator :: loss: 0.143309] random_index: 11821 (32, 10) 11853 epoch: 28273, [Discriminator :: d_loss: 0.736893], [ Generator :: loss: 0.125308] random_index: 30046 (32, 10) 30078 epoch: 28274, [Discriminator :: d_loss: 0.726327], [ Generator :: loss: 0.129690] random_index: 39763 (32, 10) 39795 epoch: 28275, [Discriminator :: d_loss: 0.739233], [ Generator :: loss: 0.138662] random_index: 26283 (32, 10) 26315 epoch: 28276, [Discriminator :: d_loss: 0.737048], [ Generator :: loss: 0.140580] random_index: 9945 (32, 10) 9977 epoch: 28277, [Discriminator :: d_loss: 0.729924], [ Generator :: loss: 0.149467] random_index: 4206 (32, 10) 4238 epoch: 28278, [Discriminator :: d_loss: 0.738417], [ Generator :: loss: 0.157693] random_index: 34647 (32, 10) 34679 epoch: 28279, [Discriminator :: d_loss: 0.729245], [ Generator :: loss: 0.147609] random_index: 28138 (32, 10) 28170 epoch: 28280, [Discriminator :: d_loss: 0.728000], [ Generator :: loss: 0.138046] random_index: 16759 (32, 10) 16791 epoch: 28281, [Discriminator :: d_loss: 0.730932], [ Generator :: loss: 0.132313] random_index: 20002 (32, 10) 20034 epoch: 28282, [Discriminator :: d_loss: 0.720592], [ Generator :: loss: 0.132785] random_index: 36735 (32, 10) 36767 epoch: 28283, 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0.134763] random_index: 35426 (32, 10) 35458 epoch: 28292, [Discriminator :: d_loss: 0.730905], [ Generator :: loss: 0.131196] random_index: 21210 (32, 10) 21242 epoch: 28293, [Discriminator :: d_loss: 0.732253], [ Generator :: loss: 0.142040] random_index: 38838 (32, 10) 38870 epoch: 28294, [Discriminator :: d_loss: 0.728473], [ Generator :: loss: 0.153086] random_index: 12533 (32, 10) 12565 epoch: 28295, [Discriminator :: d_loss: 0.736628], [ Generator :: loss: 0.158748] random_index: 14357 (32, 10) 14389 epoch: 28296, [Discriminator :: d_loss: 0.737642], [ Generator :: loss: 0.158223] random_index: 7543 (32, 10) 7575 epoch: 28297, [Discriminator :: d_loss: 0.736046], [ Generator :: loss: 0.132314] random_index: 32737 (32, 10) 32769 epoch: 28298, [Discriminator :: d_loss: 0.735086], [ Generator :: loss: 0.135995] random_index: 32957 (32, 10) 32989 epoch: 28299, [Discriminator :: d_loss: 0.731533], [ Generator :: loss: 0.128443] random_index: 24795 (32, 10) 24827 epoch: 28300, 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d_loss: 0.720796], [ Generator :: loss: 0.154036] random_index: 38331 (32, 10) 38363 epoch: 28318, [Discriminator :: d_loss: 0.733542], [ Generator :: loss: 0.155741] random_index: 40838 (32, 10) 40870 epoch: 28319, [Discriminator :: d_loss: 0.739445], [ Generator :: loss: 0.155586] random_index: 29024 (32, 10) 29056 epoch: 28320, [Discriminator :: d_loss: 0.732978], [ Generator :: loss: 0.154184] random_index: 21845 (32, 10) 21877 epoch: 28321, [Discriminator :: d_loss: 0.727811], [ Generator :: loss: 0.147023] random_index: 33656 (32, 10) 33688 epoch: 28322, [Discriminator :: d_loss: 0.729154], [ Generator :: loss: 0.130536] random_index: 2449 (32, 10) 2481 epoch: 28323, [Discriminator :: d_loss: 0.731071], [ Generator :: loss: 0.137525] random_index: 3503 (32, 10) 3535 epoch: 28324, [Discriminator :: d_loss: 0.720961], [ Generator :: loss: 0.141905] random_index: 21534 (32, 10) 21566 epoch: 28325, [Discriminator :: d_loss: 0.720809], [ Generator :: loss: 0.145051] random_index: 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epoch: 28565, [Discriminator :: d_loss: 0.721019], [ Generator :: loss: 0.143805] random_index: 25352 (32, 10) 25384 epoch: 28566, [Discriminator :: d_loss: 0.724067], [ Generator :: loss: 0.138692] random_index: 7330 (32, 10) 7362 epoch: 28567, [Discriminator :: d_loss: 0.713367], [ Generator :: loss: 0.137102] random_index: 13542 (32, 10) 13574 epoch: 28568, [Discriminator :: d_loss: 0.728480], [ Generator :: loss: 0.140453] random_index: 5335 (32, 10) 5367 epoch: 28569, [Discriminator :: d_loss: 0.727640], [ Generator :: loss: 0.140860] random_index: 38061 (32, 10) 38093 epoch: 28570, [Discriminator :: d_loss: 0.717975], [ Generator :: loss: 0.147595] random_index: 21924 (32, 10) 21956 epoch: 28571, [Discriminator :: d_loss: 0.727679], [ Generator :: loss: 0.150081] random_index: 3993 (32, 10) 4025 epoch: 28572, [Discriminator :: d_loss: 0.721388], [ Generator :: loss: 0.144468] random_index: 41821 (32, 10) 41853 epoch: 28573, [Discriminator :: d_loss: 0.726832], [ Generator :: loss: 0.141004] random_index: 13395 (32, 10) 13427 epoch: 28574, [Discriminator :: d_loss: 0.731130], [ Generator :: loss: 0.136971] random_index: 10526 (32, 10) 10558 epoch: 28575, [Discriminator :: d_loss: 0.733190], [ Generator :: loss: 0.145163] random_index: 28796 (32, 10) 28828 epoch: 28576, [Discriminator :: d_loss: 0.726698], [ Generator :: loss: 0.154503] random_index: 13445 (32, 10) 13477 epoch: 28577, [Discriminator :: d_loss: 0.737190], [ Generator :: loss: 0.147405] random_index: 23936 (32, 10) 23968 epoch: 28578, [Discriminator :: d_loss: 0.731964], [ Generator :: loss: 0.131507] random_index: 29280 (32, 10) 29312 epoch: 28579, [Discriminator :: d_loss: 0.728430], [ Generator :: loss: 0.131402] random_index: 11646 (32, 10) 11678 epoch: 28580, [Discriminator :: d_loss: 0.727607], [ Generator :: loss: 0.124389] random_index: 36699 (32, 10) 36731 epoch: 28581, [Discriminator :: d_loss: 0.732025], [ Generator :: loss: 0.132193] random_index: 6858 (32, 10) 6890 epoch: 28582, 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0.147735] random_index: 8846 (32, 10) 8878 epoch: 28591, [Discriminator :: d_loss: 0.732924], [ Generator :: loss: 0.157328] random_index: 30400 (32, 10) 30432 epoch: 28592, [Discriminator :: d_loss: 0.728847], [ Generator :: loss: 0.153069] random_index: 23301 (32, 10) 23333 epoch: 28593, [Discriminator :: d_loss: 0.730177], [ Generator :: loss: 0.144922] random_index: 8188 (32, 10) 8220 epoch: 28594, [Discriminator :: d_loss: 0.732853], [ Generator :: loss: 0.135918] random_index: 3801 (32, 10) 3833 epoch: 28595, [Discriminator :: d_loss: 0.723783], [ Generator :: loss: 0.129674] random_index: 40486 (32, 10) 40518 epoch: 28596, [Discriminator :: d_loss: 0.731617], [ Generator :: loss: 0.125243] random_index: 7886 (32, 10) 7918 epoch: 28597, [Discriminator :: d_loss: 0.743665], [ Generator :: loss: 0.141747] random_index: 7873 (32, 10) 7905 epoch: 28598, [Discriminator :: d_loss: 0.726330], [ Generator :: loss: 0.148522] random_index: 12264 (32, 10) 12296 epoch: 28599, [Discriminator :: d_loss: 0.740721], [ Generator :: loss: 0.159857] random_index: 6598 (32, 10) 6630 epoch: 28600, [Discriminator :: d_loss: 0.735862], [ Generator :: loss: 0.153282] random_index: 8256 (32, 10) 8288 epoch: 28601, [Discriminator :: d_loss: 0.731640], [ Generator :: loss: 0.148150] random_index: 28243 (32, 10) 28275 epoch: 28602, [Discriminator :: d_loss: 0.733003], [ Generator :: loss: 0.143555] random_index: 16428 (32, 10) 16460 epoch: 28603, [Discriminator :: d_loss: 0.738871], [ Generator :: loss: 0.133184] random_index: 38186 (32, 10) 38218 epoch: 28604, [Discriminator :: d_loss: 0.740842], [ Generator :: loss: 0.141513] random_index: 14514 (32, 10) 14546 epoch: 28605, [Discriminator :: d_loss: 0.736461], [ Generator :: loss: 0.138811] random_index: 27064 (32, 10) 27096 epoch: 28606, [Discriminator :: d_loss: 0.726238], [ Generator :: loss: 0.141863] random_index: 9733 (32, 10) 9765 epoch: 28607, [Discriminator :: d_loss: 0.738681], [ Generator :: loss: 0.148918] random_index: 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epoch: 28625, [Discriminator :: d_loss: 0.731210], [ Generator :: loss: 0.156592] random_index: 11198 (32, 10) 11230 epoch: 28626, [Discriminator :: d_loss: 0.721020], [ Generator :: loss: 0.148260] random_index: 10897 (32, 10) 10929 epoch: 28627, [Discriminator :: d_loss: 0.727540], [ Generator :: loss: 0.147632] random_index: 32541 (32, 10) 32573 epoch: 28628, [Discriminator :: d_loss: 0.722264], [ Generator :: loss: 0.139583] random_index: 36922 (32, 10) 36954 epoch: 28629, [Discriminator :: d_loss: 0.730342], [ Generator :: loss: 0.134478] random_index: 3540 (32, 10) 3572 epoch: 28630, [Discriminator :: d_loss: 0.727506], [ Generator :: loss: 0.138318] random_index: 35369 (32, 10) 35401 epoch: 28631, [Discriminator :: d_loss: 0.723724], [ Generator :: loss: 0.135310] random_index: 27582 (32, 10) 27614 epoch: 28632, [Discriminator :: d_loss: 0.723131], [ Generator :: loss: 0.141522] random_index: 13818 (32, 10) 13850 epoch: 28633, [Discriminator :: d_loss: 0.719367], [ Generator :: loss: 0.149062] random_index: 13701 (32, 10) 13733 epoch: 28634, [Discriminator :: d_loss: 0.727866], [ Generator :: loss: 0.151481] random_index: 33712 (32, 10) 33744 epoch: 28635, [Discriminator :: d_loss: 0.729769], [ Generator :: loss: 0.162483] random_index: 22931 (32, 10) 22963 epoch: 28636, [Discriminator :: d_loss: 0.724907], [ Generator :: loss: 0.152207] random_index: 11166 (32, 10) 11198 epoch: 28637, [Discriminator :: d_loss: 0.725980], [ Generator :: loss: 0.153335] random_index: 41537 (32, 10) 41569 epoch: 28638, [Discriminator :: d_loss: 0.727967], [ Generator :: loss: 0.136979] random_index: 32202 (32, 10) 32234 epoch: 28639, [Discriminator :: d_loss: 0.732562], [ Generator :: loss: 0.136062] random_index: 27162 (32, 10) 27194 epoch: 28640, [Discriminator :: d_loss: 0.729025], [ Generator :: loss: 0.137423] random_index: 21984 (32, 10) 22016 epoch: 28641, [Discriminator :: d_loss: 0.730128], [ Generator :: loss: 0.145108] random_index: 40576 (32, 10) 40608 epoch: 28642, 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d_loss: 0.738595], [ Generator :: loss: 0.162730] random_index: 12314 (32, 10) 12346 epoch: 28660, [Discriminator :: d_loss: 0.735229], [ Generator :: loss: 0.157430] random_index: 25729 (32, 10) 25761 epoch: 28661, [Discriminator :: d_loss: 0.730180], [ Generator :: loss: 0.145178] random_index: 9279 (32, 10) 9311 epoch: 28662, [Discriminator :: d_loss: 0.732002], [ Generator :: loss: 0.134224] random_index: 8195 (32, 10) 8227 epoch: 28663, [Discriminator :: d_loss: 0.731861], [ Generator :: loss: 0.133903] random_index: 37851 (32, 10) 37883 epoch: 28664, [Discriminator :: d_loss: 0.733371], [ Generator :: loss: 0.127004] random_index: 18273 (32, 10) 18305 epoch: 28665, [Discriminator :: d_loss: 0.750669], [ Generator :: loss: 0.152279] random_index: 779 (32, 10) 811 epoch: 28666, [Discriminator :: d_loss: 0.743415], [ Generator :: loss: 0.164408] random_index: 15866 (32, 10) 15898 epoch: 28667, [Discriminator :: d_loss: 0.740722], [ Generator :: loss: 0.163888] random_index: 2889 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Generator :: loss: 0.152983] random_index: 8603 (32, 10) 8635 epoch: 28677, [Discriminator :: d_loss: 0.740009], [ Generator :: loss: 0.141550] random_index: 2838 (32, 10) 2870 epoch: 28678, [Discriminator :: d_loss: 0.728290], [ Generator :: loss: 0.136956] random_index: 36008 (32, 10) 36040 epoch: 28679, [Discriminator :: d_loss: 0.731093], [ Generator :: loss: 0.136304] random_index: 3318 (32, 10) 3350 epoch: 28680, [Discriminator :: d_loss: 0.734585], [ Generator :: loss: 0.135308] random_index: 4786 (32, 10) 4818 epoch: 28681, [Discriminator :: d_loss: 0.729283], [ Generator :: loss: 0.135437] random_index: 20444 (32, 10) 20476 epoch: 28682, [Discriminator :: d_loss: 0.735732], [ Generator :: loss: 0.141566] random_index: 49 (32, 10) 81 epoch: 28683, [Discriminator :: d_loss: 0.735163], [ Generator :: loss: 0.143443] random_index: 15766 (32, 10) 15798 epoch: 28684, [Discriminator :: d_loss: 0.730447], [ Generator :: loss: 0.152282] random_index: 9414 (32, 10) 9446 epoch: 28685, 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:: d_loss: 0.728719], [ Generator :: loss: 0.158709] random_index: 9942 (32, 10) 9974 epoch: 28703, [Discriminator :: d_loss: 0.741895], [ Generator :: loss: 0.157644] random_index: 40051 (32, 10) 40083 epoch: 28704, [Discriminator :: d_loss: 0.727653], [ Generator :: loss: 0.150754] random_index: 6874 (32, 10) 6906 epoch: 28705, [Discriminator :: d_loss: 0.726680], [ Generator :: loss: 0.145551] random_index: 13993 (32, 10) 14025 epoch: 28706, [Discriminator :: d_loss: 0.729022], [ Generator :: loss: 0.136715] random_index: 19416 (32, 10) 19448 epoch: 28707, [Discriminator :: d_loss: 0.719582], [ Generator :: loss: 0.136382] random_index: 31700 (32, 10) 31732 epoch: 28708, [Discriminator :: d_loss: 0.717225], [ Generator :: loss: 0.133224] random_index: 41477 (32, 10) 41509 epoch: 28709, [Discriminator :: d_loss: 0.728427], [ Generator :: loss: 0.132208] random_index: 37481 (32, 10) 37513 epoch: 28710, [Discriminator :: d_loss: 0.735152], [ Generator :: loss: 0.143748] random_index: 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d_loss: 0.733533], [ Generator :: loss: 0.134719] random_index: 15709 (32, 10) 15741 epoch: 28780, [Discriminator :: d_loss: 0.728015], [ Generator :: loss: 0.140163] random_index: 13250 (32, 10) 13282 epoch: 28781, [Discriminator :: d_loss: 0.736747], [ Generator :: loss: 0.136877] random_index: 30317 (32, 10) 30349 epoch: 28782, [Discriminator :: d_loss: 0.728015], [ Generator :: loss: 0.130686] random_index: 24592 (32, 10) 24624 epoch: 28783, [Discriminator :: d_loss: 0.742575], [ Generator :: loss: 0.140925] random_index: 33767 (32, 10) 33799 epoch: 28784, [Discriminator :: d_loss: 0.726748], [ Generator :: loss: 0.142521] random_index: 22393 (32, 10) 22425 epoch: 28785, [Discriminator :: d_loss: 0.730141], [ Generator :: loss: 0.138418] random_index: 25565 (32, 10) 25597 epoch: 28786, [Discriminator :: d_loss: 0.723886], [ Generator :: loss: 0.140222] random_index: 1692 (32, 10) 1724 epoch: 28787, [Discriminator :: d_loss: 0.728095], [ Generator :: loss: 0.135678] random_index: 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loss: 0.150066] random_index: 18202 (32, 10) 18234 epoch: 28874, [Discriminator :: d_loss: 0.732262], [ Generator :: loss: 0.154258] random_index: 166 (32, 10) 198 epoch: 28875, [Discriminator :: d_loss: 0.731938], [ Generator :: loss: 0.158415] random_index: 32791 (32, 10) 32823 epoch: 28876, [Discriminator :: d_loss: 0.728191], [ Generator :: loss: 0.154414] random_index: 32169 (32, 10) 32201 epoch: 28877, [Discriminator :: d_loss: 0.725817], [ Generator :: loss: 0.147581] random_index: 10820 (32, 10) 10852 epoch: 28878, [Discriminator :: d_loss: 0.727985], [ Generator :: loss: 0.143331] random_index: 36311 (32, 10) 36343 epoch: 28879, [Discriminator :: d_loss: 0.735518], [ Generator :: loss: 0.125223] random_index: 110 (32, 10) 142 epoch: 28880, [Discriminator :: d_loss: 0.725487], [ Generator :: loss: 0.123580] random_index: 5516 (32, 10) 5548 epoch: 28881, [Discriminator :: d_loss: 0.738928], [ Generator :: loss: 0.130882] random_index: 39180 (32, 10) 39212 epoch: 28882, 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0.137103] random_index: 12647 (32, 10) 12679 epoch: 29054, [Discriminator :: d_loss: 0.732478], [ Generator :: loss: 0.132832] random_index: 13087 (32, 10) 13119 epoch: 29055, [Discriminator :: d_loss: 0.737434], [ Generator :: loss: 0.137017] random_index: 26305 (32, 10) 26337 epoch: 29056, [Discriminator :: d_loss: 0.729359], [ Generator :: loss: 0.148149] random_index: 22720 (32, 10) 22752 epoch: 29057, [Discriminator :: d_loss: 0.730160], [ Generator :: loss: 0.160605] random_index: 15584 (32, 10) 15616 epoch: 29058, [Discriminator :: d_loss: 0.727395], [ Generator :: loss: 0.150813] random_index: 3988 (32, 10) 4020 epoch: 29059, [Discriminator :: d_loss: 0.728650], [ Generator :: loss: 0.140242] random_index: 1572 (32, 10) 1604 epoch: 29060, [Discriminator :: d_loss: 0.731487], [ Generator :: loss: 0.138335] random_index: 39081 (32, 10) 39113 epoch: 29061, [Discriminator :: d_loss: 0.726632], [ Generator :: loss: 0.128250] random_index: 24712 (32, 10) 24744 epoch: 29062, 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0.155436] random_index: 21607 (32, 10) 21639 epoch: 29148, [Discriminator :: d_loss: 0.730143], [ Generator :: loss: 0.143312] random_index: 41577 (32, 10) 41609 epoch: 29149, [Discriminator :: d_loss: 0.722786], [ Generator :: loss: 0.131729] random_index: 11919 (32, 10) 11951 epoch: 29150, [Discriminator :: d_loss: 0.723413], [ Generator :: loss: 0.124070] random_index: 40254 (32, 10) 40286 epoch: 29151, [Discriminator :: d_loss: 0.724078], [ Generator :: loss: 0.136798] random_index: 40496 (32, 10) 40528 epoch: 29152, [Discriminator :: d_loss: 0.726001], [ Generator :: loss: 0.143534] random_index: 12392 (32, 10) 12424 epoch: 29153, [Discriminator :: d_loss: 0.720625], [ Generator :: loss: 0.147757] random_index: 32029 (32, 10) 32061 epoch: 29154, [Discriminator :: d_loss: 0.731936], [ Generator :: loss: 0.163459] random_index: 12095 (32, 10) 12127 epoch: 29155, [Discriminator :: d_loss: 0.733610], [ Generator :: loss: 0.146423] random_index: 9227 (32, 10) 9259 epoch: 29156, [Discriminator :: d_loss: 0.722212], [ Generator :: loss: 0.141659] random_index: 23959 (32, 10) 23991 epoch: 29157, [Discriminator :: d_loss: 0.735148], [ Generator :: loss: 0.144268] random_index: 10986 (32, 10) 11018 epoch: 29158, [Discriminator :: d_loss: 0.736256], [ Generator :: loss: 0.144776] random_index: 8528 (32, 10) 8560 epoch: 29159, [Discriminator :: d_loss: 0.723608], [ Generator :: loss: 0.139303] random_index: 32304 (32, 10) 32336 epoch: 29160, [Discriminator :: d_loss: 0.723372], [ Generator :: loss: 0.144686] random_index: 18804 (32, 10) 18836 epoch: 29161, [Discriminator :: d_loss: 0.726052], [ Generator :: loss: 0.146207] random_index: 11697 (32, 10) 11729 epoch: 29162, [Discriminator :: d_loss: 0.726396], [ Generator :: loss: 0.148914] random_index: 2729 (32, 10) 2761 epoch: 29163, [Discriminator :: d_loss: 0.737414], [ Generator :: loss: 0.152322] random_index: 17891 (32, 10) 17923 epoch: 29164, [Discriminator :: d_loss: 0.729630], [ Generator :: loss: 0.154837] 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Generator :: loss: 0.154485] random_index: 35028 (32, 10) 35060 epoch: 29191, [Discriminator :: d_loss: 0.725716], [ Generator :: loss: 0.137876] random_index: 856 (32, 10) 888 epoch: 29192, [Discriminator :: d_loss: 0.725449], [ Generator :: loss: 0.128139] random_index: 19423 (32, 10) 19455 epoch: 29193, [Discriminator :: d_loss: 0.727554], [ Generator :: loss: 0.136697] random_index: 2993 (32, 10) 3025 epoch: 29194, [Discriminator :: d_loss: 0.728320], [ Generator :: loss: 0.148458] random_index: 28974 (32, 10) 29006 epoch: 29195, [Discriminator :: d_loss: 0.732126], [ Generator :: loss: 0.152446] random_index: 36574 (32, 10) 36606 epoch: 29196, [Discriminator :: d_loss: 0.734117], [ Generator :: loss: 0.157213] random_index: 37058 (32, 10) 37090 epoch: 29197, [Discriminator :: d_loss: 0.735183], [ Generator :: loss: 0.149873] random_index: 24075 (32, 10) 24107 epoch: 29198, [Discriminator :: d_loss: 0.731430], [ Generator :: loss: 0.149328] random_index: 30813 (32, 10) 30845 epoch: 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d_loss: 0.732288], [ Generator :: loss: 0.148728] random_index: 35933 (32, 10) 35965 epoch: 30399, [Discriminator :: d_loss: 0.731009], [ Generator :: loss: 0.147098] random_index: 33107 (32, 10) 33139 epoch: 30400, [Discriminator :: d_loss: 0.733471], [ Generator :: loss: 0.135855] random_index: 17191 (32, 10) 17223 epoch: 30401, [Discriminator :: d_loss: 0.728839], [ Generator :: loss: 0.132445] random_index: 35457 (32, 10) 35489 epoch: 30402, [Discriminator :: d_loss: 0.723324], [ Generator :: loss: 0.131484] random_index: 3291 (32, 10) 3323 epoch: 30403, [Discriminator :: d_loss: 0.736375], [ Generator :: loss: 0.137037] random_index: 237 (32, 10) 269 epoch: 30404, [Discriminator :: d_loss: 0.725352], [ Generator :: loss: 0.145029] random_index: 15115 (32, 10) 15147 epoch: 30405, [Discriminator :: d_loss: 0.732969], [ Generator :: loss: 0.152529] random_index: 32627 (32, 10) 32659 epoch: 30406, [Discriminator :: d_loss: 0.738803], [ Generator :: loss: 0.147302] random_index: 29677 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epoch: 30424, [Discriminator :: d_loss: 0.733655], [ Generator :: loss: 0.137875] random_index: 33243 (32, 10) 33275 epoch: 30425, [Discriminator :: d_loss: 0.738359], [ Generator :: loss: 0.147806] random_index: 23489 (32, 10) 23521 epoch: 30426, [Discriminator :: d_loss: 0.745097], [ Generator :: loss: 0.144957] random_index: 34558 (32, 10) 34590 epoch: 30427, [Discriminator :: d_loss: 0.739797], [ Generator :: loss: 0.146387] random_index: 36099 (32, 10) 36131 epoch: 30428, [Discriminator :: d_loss: 0.728456], [ Generator :: loss: 0.148923] random_index: 18112 (32, 10) 18144 epoch: 30429, [Discriminator :: d_loss: 0.723469], [ Generator :: loss: 0.132809] random_index: 10799 (32, 10) 10831 epoch: 30430, [Discriminator :: d_loss: 0.735736], [ Generator :: loss: 0.134118] random_index: 1184 (32, 10) 1216 epoch: 30431, [Discriminator :: d_loss: 0.738038], [ Generator :: loss: 0.133391] random_index: 24310 (32, 10) 24342 epoch: 30432, [Discriminator :: d_loss: 0.731545], [ Generator :: loss: 0.142192] random_index: 10496 (32, 10) 10528 epoch: 30433, [Discriminator :: d_loss: 0.737416], [ Generator :: loss: 0.151196] random_index: 35709 (32, 10) 35741 epoch: 30434, [Discriminator :: d_loss: 0.725384], [ Generator :: loss: 0.151581] random_index: 20162 (32, 10) 20194 epoch: 30435, [Discriminator :: d_loss: 0.727094], [ Generator :: loss: 0.150444] random_index: 6298 (32, 10) 6330 epoch: 30436, [Discriminator :: d_loss: 0.738081], [ Generator :: loss: 0.139694] random_index: 21129 (32, 10) 21161 epoch: 30437, [Discriminator :: d_loss: 0.720202], [ Generator :: loss: 0.136240] random_index: 31218 (32, 10) 31250 epoch: 30438, [Discriminator :: d_loss: 0.725655], [ Generator :: loss: 0.125885] random_index: 35743 (32, 10) 35775 epoch: 30439, [Discriminator :: d_loss: 0.742494], [ Generator :: loss: 0.143826] random_index: 15992 (32, 10) 16024 epoch: 30440, [Discriminator :: d_loss: 0.734753], [ Generator :: loss: 0.145084] random_index: 14795 (32, 10) 14827 epoch: 30441, 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0.155579] random_index: 31967 (32, 10) 31999 epoch: 30450, [Discriminator :: d_loss: 0.730665], [ Generator :: loss: 0.148197] random_index: 34788 (32, 10) 34820 epoch: 30451, [Discriminator :: d_loss: 0.726565], [ Generator :: loss: 0.141333] random_index: 5159 (32, 10) 5191 epoch: 30452, [Discriminator :: d_loss: 0.731024], [ Generator :: loss: 0.137317] random_index: 16704 (32, 10) 16736 epoch: 30453, [Discriminator :: d_loss: 0.730254], [ Generator :: loss: 0.126655] random_index: 22679 (32, 10) 22711 epoch: 30454, [Discriminator :: d_loss: 0.731771], [ Generator :: loss: 0.135572] random_index: 24248 (32, 10) 24280 epoch: 30455, [Discriminator :: d_loss: 0.722725], [ Generator :: loss: 0.150958] random_index: 33051 (32, 10) 33083 epoch: 30456, [Discriminator :: d_loss: 0.728254], [ Generator :: loss: 0.151933] random_index: 2438 (32, 10) 2470 epoch: 30457, [Discriminator :: d_loss: 0.726193], [ Generator :: loss: 0.150382] random_index: 5957 (32, 10) 5989 epoch: 30458, [Discriminator :: d_loss: 0.730005], [ Generator :: loss: 0.144448] random_index: 3126 (32, 10) 3158 epoch: 30459, [Discriminator :: d_loss: 0.721999], [ Generator :: loss: 0.133444] random_index: 40044 (32, 10) 40076 epoch: 30460, [Discriminator :: d_loss: 0.728753], [ Generator :: loss: 0.136209] random_index: 11005 (32, 10) 11037 epoch: 30461, [Discriminator :: d_loss: 0.736425], [ Generator :: loss: 0.139238] random_index: 8753 (32, 10) 8785 epoch: 30462, [Discriminator :: d_loss: 0.730349], [ Generator :: loss: 0.153495] random_index: 22400 (32, 10) 22432 epoch: 30463, [Discriminator :: d_loss: 0.722465], [ Generator :: loss: 0.147492] random_index: 13872 (32, 10) 13904 epoch: 30464, [Discriminator :: d_loss: 0.722864], [ Generator :: loss: 0.139502] random_index: 25380 (32, 10) 25412 epoch: 30465, [Discriminator :: d_loss: 0.730258], [ Generator :: loss: 0.129692] random_index: 19294 (32, 10) 19326 epoch: 30466, [Discriminator :: d_loss: 0.724481], [ Generator :: loss: 0.134690] 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[Discriminator :: d_loss: 0.735990], [ Generator :: loss: 0.139251] random_index: 29982 (32, 10) 30014 epoch: 30536, [Discriminator :: d_loss: 0.741374], [ Generator :: loss: 0.155166] random_index: 11330 (32, 10) 11362 epoch: 30537, [Discriminator :: d_loss: 0.725847], [ Generator :: loss: 0.167211] random_index: 36494 (32, 10) 36526 epoch: 30538, [Discriminator :: d_loss: 0.736440], [ Generator :: loss: 0.162885] random_index: 25159 (32, 10) 25191 epoch: 30539, [Discriminator :: d_loss: 0.731699], [ Generator :: loss: 0.142200] random_index: 40666 (32, 10) 40698 epoch: 30540, [Discriminator :: d_loss: 0.730314], [ Generator :: loss: 0.128827] random_index: 25525 (32, 10) 25557 epoch: 30541, [Discriminator :: d_loss: 0.726623], [ Generator :: loss: 0.126169] random_index: 7944 (32, 10) 7976 epoch: 30542, [Discriminator :: d_loss: 0.726696], [ Generator :: loss: 0.129602] random_index: 11997 (32, 10) 12029 epoch: 30543, [Discriminator :: d_loss: 0.730925], [ Generator :: loss: 0.146654] random_index: 16423 (32, 10) 16455 epoch: 30544, [Discriminator :: d_loss: 0.718946], [ Generator :: loss: 0.157520] random_index: 14750 (32, 10) 14782 epoch: 30545, [Discriminator :: d_loss: 0.730473], [ Generator :: loss: 0.160041] random_index: 28139 (32, 10) 28171 epoch: 30546, [Discriminator :: d_loss: 0.732157], [ Generator :: loss: 0.150473] random_index: 29372 (32, 10) 29404 epoch: 30547, [Discriminator :: d_loss: 0.732928], [ Generator :: loss: 0.144139] random_index: 34552 (32, 10) 34584 epoch: 30548, [Discriminator :: d_loss: 0.724145], [ Generator :: loss: 0.131403] random_index: 24684 (32, 10) 24716 epoch: 30549, [Discriminator :: d_loss: 0.745318], [ Generator :: loss: 0.132972] random_index: 20118 (32, 10) 20150 epoch: 30550, [Discriminator :: d_loss: 0.733870], [ Generator :: loss: 0.141535] random_index: 24387 (32, 10) 24419 epoch: 30551, [Discriminator :: d_loss: 0.728397], [ Generator :: loss: 0.156032] random_index: 18124 (32, 10) 18156 epoch: 30552, 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d_loss: 0.726451], [ Generator :: loss: 0.151738] random_index: 21815 (32, 10) 21847 epoch: 30570, [Discriminator :: d_loss: 0.737747], [ Generator :: loss: 0.151328] random_index: 28259 (32, 10) 28291 epoch: 30571, [Discriminator :: d_loss: 0.730084], [ Generator :: loss: 0.147870] random_index: 35657 (32, 10) 35689 epoch: 30572, [Discriminator :: d_loss: 0.736725], [ Generator :: loss: 0.148855] random_index: 2347 (32, 10) 2379 epoch: 30573, [Discriminator :: d_loss: 0.729257], [ Generator :: loss: 0.131357] random_index: 21992 (32, 10) 22024 epoch: 30574, [Discriminator :: d_loss: 0.726979], [ Generator :: loss: 0.130835] random_index: 183 (32, 10) 215 epoch: 30575, [Discriminator :: d_loss: 0.727837], [ Generator :: loss: 0.122541] random_index: 32508 (32, 10) 32540 epoch: 30576, [Discriminator :: d_loss: 0.730049], [ Generator :: loss: 0.121643] random_index: 7277 (32, 10) 7309 epoch: 30577, [Discriminator :: d_loss: 0.734006], [ Generator :: loss: 0.136102] random_index: 11804 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0.141796] random_index: 11192 (32, 10) 11224 epoch: 30621, [Discriminator :: d_loss: 0.723068], [ Generator :: loss: 0.137377] random_index: 22295 (32, 10) 22327 epoch: 30622, [Discriminator :: d_loss: 0.733730], [ Generator :: loss: 0.137664] random_index: 1610 (32, 10) 1642 epoch: 30623, [Discriminator :: d_loss: 0.731193], [ Generator :: loss: 0.144609] random_index: 1899 (32, 10) 1931 epoch: 30624, [Discriminator :: d_loss: 0.722996], [ Generator :: loss: 0.149357] random_index: 24923 (32, 10) 24955 epoch: 30625, [Discriminator :: d_loss: 0.728565], [ Generator :: loss: 0.145344] random_index: 38265 (32, 10) 38297 epoch: 30626, [Discriminator :: d_loss: 0.729506], [ Generator :: loss: 0.147025] random_index: 28591 (32, 10) 28623 epoch: 30627, [Discriminator :: d_loss: 0.732572], [ Generator :: loss: 0.148715] random_index: 10986 (32, 10) 11018 epoch: 30628, [Discriminator :: d_loss: 0.729239], [ Generator :: loss: 0.142520] random_index: 29403 (32, 10) 29435 epoch: 30629, 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epoch: 30672, [Discriminator :: d_loss: 0.728949], [ Generator :: loss: 0.151863] random_index: 6458 (32, 10) 6490 epoch: 30673, [Discriminator :: d_loss: 0.745417], [ Generator :: loss: 0.136895] random_index: 41555 (32, 10) 41587 epoch: 30674, [Discriminator :: d_loss: 0.733638], [ Generator :: loss: 0.136184] random_index: 32282 (32, 10) 32314 epoch: 30675, [Discriminator :: d_loss: 0.728110], [ Generator :: loss: 0.140106] random_index: 40771 (32, 10) 40803 epoch: 30676, [Discriminator :: d_loss: 0.718848], [ Generator :: loss: 0.140858] random_index: 17774 (32, 10) 17806 epoch: 30677, [Discriminator :: d_loss: 0.735079], [ Generator :: loss: 0.145276] random_index: 30474 (32, 10) 30506 epoch: 30678, [Discriminator :: d_loss: 0.728536], [ Generator :: loss: 0.148365] random_index: 39613 (32, 10) 39645 epoch: 30679, [Discriminator :: d_loss: 0.727007], [ Generator :: loss: 0.144566] random_index: 3170 (32, 10) 3202 epoch: 30680, [Discriminator :: d_loss: 0.728408], [ Generator :: loss: 0.147543] random_index: 24239 (32, 10) 24271 epoch: 30681, [Discriminator :: d_loss: 0.723280], [ Generator :: loss: 0.137472] random_index: 26307 (32, 10) 26339 epoch: 30682, [Discriminator :: d_loss: 0.736228], [ Generator :: loss: 0.137856] random_index: 16359 (32, 10) 16391 epoch: 30683, [Discriminator :: d_loss: 0.733562], [ Generator :: loss: 0.131910] random_index: 39369 (32, 10) 39401 epoch: 30684, [Discriminator :: d_loss: 0.731432], [ Generator :: loss: 0.144715] random_index: 32860 (32, 10) 32892 epoch: 30685, [Discriminator :: d_loss: 0.728722], [ Generator :: loss: 0.151219] random_index: 29123 (32, 10) 29155 epoch: 30686, [Discriminator :: d_loss: 0.731981], [ Generator :: loss: 0.153302] random_index: 6334 (32, 10) 6366 epoch: 30687, [Discriminator :: d_loss: 0.726315], [ Generator :: loss: 0.149216] random_index: 12400 (32, 10) 12432 epoch: 30688, [Discriminator :: d_loss: 0.722084], [ Generator :: loss: 0.144884] random_index: 30462 (32, 10) 30494 epoch: 30689, 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d_loss: 0.730878], [ Generator :: loss: 0.126983] random_index: 11140 (32, 10) 11172 epoch: 30707, [Discriminator :: d_loss: 0.723820], [ Generator :: loss: 0.130675] random_index: 38452 (32, 10) 38484 epoch: 30708, [Discriminator :: d_loss: 0.720069], [ Generator :: loss: 0.129956] random_index: 2543 (32, 10) 2575 epoch: 30709, [Discriminator :: d_loss: 0.715084], [ Generator :: loss: 0.144379] random_index: 20496 (32, 10) 20528 epoch: 30710, [Discriminator :: d_loss: 0.721530], [ Generator :: loss: 0.144672] random_index: 34824 (32, 10) 34856 epoch: 30711, [Discriminator :: d_loss: 0.726954], [ Generator :: loss: 0.154294] random_index: 18465 (32, 10) 18497 epoch: 30712, [Discriminator :: d_loss: 0.724023], [ Generator :: loss: 0.153767] random_index: 22424 (32, 10) 22456 epoch: 30713, [Discriminator :: d_loss: 0.728684], [ Generator :: loss: 0.147655] random_index: 19351 (32, 10) 19383 epoch: 30714, [Discriminator :: d_loss: 0.732839], [ Generator :: loss: 0.138763] random_index: 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0.138075] random_index: 25224 (32, 10) 25256 epoch: 30818, [Discriminator :: d_loss: 0.728817], [ Generator :: loss: 0.137984] random_index: 40203 (32, 10) 40235 epoch: 30819, [Discriminator :: d_loss: 0.726566], [ Generator :: loss: 0.147131] random_index: 12958 (32, 10) 12990 epoch: 30820, [Discriminator :: d_loss: 0.727760], [ Generator :: loss: 0.150448] random_index: 20711 (32, 10) 20743 epoch: 30821, [Discriminator :: d_loss: 0.729883], [ Generator :: loss: 0.148479] random_index: 35039 (32, 10) 35071 epoch: 30822, [Discriminator :: d_loss: 0.729487], [ Generator :: loss: 0.148651] random_index: 33814 (32, 10) 33846 epoch: 30823, [Discriminator :: d_loss: 0.738449], [ Generator :: loss: 0.149169] random_index: 15245 (32, 10) 15277 epoch: 30824, [Discriminator :: d_loss: 0.734380], [ Generator :: loss: 0.145331] random_index: 6078 (32, 10) 6110 epoch: 30825, [Discriminator :: d_loss: 0.724321], [ Generator :: loss: 0.138728] random_index: 25598 (32, 10) 25630 epoch: 30826, 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Generator :: loss: 0.131359] random_index: 25654 (32, 10) 25686 epoch: 30955, [Discriminator :: d_loss: 0.725061], [ Generator :: loss: 0.141079] random_index: 27032 (32, 10) 27064 epoch: 30956, [Discriminator :: d_loss: 0.740217], [ Generator :: loss: 0.148899] random_index: 20031 (32, 10) 20063 epoch: 30957, [Discriminator :: d_loss: 0.724604], [ Generator :: loss: 0.147927] random_index: 22680 (32, 10) 22712 epoch: 30958, [Discriminator :: d_loss: 0.732843], [ Generator :: loss: 0.143261] random_index: 17867 (32, 10) 17899 epoch: 30959, [Discriminator :: d_loss: 0.740499], [ Generator :: loss: 0.147071] random_index: 20512 (32, 10) 20544 epoch: 30960, [Discriminator :: d_loss: 0.725839], [ Generator :: loss: 0.150933] random_index: 14351 (32, 10) 14383 epoch: 30961, [Discriminator :: d_loss: 0.732714], [ Generator :: loss: 0.141959] random_index: 982 (32, 10) 1014 epoch: 30962, [Discriminator :: d_loss: 0.732048], [ Generator :: loss: 0.133780] random_index: 16456 (32, 10) 16488 epoch: 30963, [Discriminator :: d_loss: 0.726974], [ Generator :: loss: 0.137778] random_index: 32272 (32, 10) 32304 epoch: 30964, [Discriminator :: d_loss: 0.734454], [ Generator :: loss: 0.133034] random_index: 8615 (32, 10) 8647 epoch: 30965, [Discriminator :: d_loss: 0.737269], [ Generator :: loss: 0.141789] random_index: 21907 (32, 10) 21939 epoch: 30966, [Discriminator :: d_loss: 0.722947], [ Generator :: loss: 0.140825] random_index: 13858 (32, 10) 13890 epoch: 30967, [Discriminator :: d_loss: 0.731689], [ Generator :: loss: 0.146726] random_index: 7785 (32, 10) 7817 epoch: 30968, [Discriminator :: d_loss: 0.737209], [ Generator :: loss: 0.158544] random_index: 1282 (32, 10) 1314 epoch: 30969, [Discriminator :: d_loss: 0.732046], [ Generator :: loss: 0.151561] random_index: 41535 (32, 10) 41567 epoch: 30970, [Discriminator :: d_loss: 0.733097], [ Generator :: loss: 0.147925] random_index: 17708 (32, 10) 17740 epoch: 30971, [Discriminator :: d_loss: 0.735418], [ Generator :: 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0.140817] random_index: 38099 (32, 10) 38131 epoch: 31066, [Discriminator :: d_loss: 0.729230], [ Generator :: loss: 0.141586] random_index: 8373 (32, 10) 8405 epoch: 31067, [Discriminator :: d_loss: 0.728875], [ Generator :: loss: 0.144730] random_index: 18162 (32, 10) 18194 epoch: 31068, [Discriminator :: d_loss: 0.728466], [ Generator :: loss: 0.147445] random_index: 7748 (32, 10) 7780 epoch: 31069, [Discriminator :: d_loss: 0.733704], [ Generator :: loss: 0.141168] random_index: 17756 (32, 10) 17788 epoch: 31070, [Discriminator :: d_loss: 0.725486], [ Generator :: loss: 0.144393] random_index: 37301 (32, 10) 37333 epoch: 31071, [Discriminator :: d_loss: 0.729040], [ Generator :: loss: 0.143070] random_index: 21884 (32, 10) 21916 epoch: 31072, [Discriminator :: d_loss: 0.719061], [ Generator :: loss: 0.143046] random_index: 3081 (32, 10) 3113 epoch: 31073, [Discriminator :: d_loss: 0.727455], [ Generator :: loss: 0.130481] random_index: 25684 (32, 10) 25716 epoch: 31074, 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[Discriminator :: d_loss: 0.728601], [ Generator :: loss: 0.147875] random_index: 8857 (32, 10) 8889 epoch: 31152, [Discriminator :: d_loss: 0.726989], [ Generator :: loss: 0.136448] random_index: 21887 (32, 10) 21919 epoch: 31153, [Discriminator :: d_loss: 0.729883], [ Generator :: loss: 0.137448] random_index: 38163 (32, 10) 38195 epoch: 31154, [Discriminator :: d_loss: 0.732385], [ Generator :: loss: 0.150969] random_index: 25221 (32, 10) 25253 epoch: 31155, [Discriminator :: d_loss: 0.733832], [ Generator :: loss: 0.153975] random_index: 20013 (32, 10) 20045 epoch: 31156, [Discriminator :: d_loss: 0.720706], [ Generator :: loss: 0.149077] random_index: 25494 (32, 10) 25526 epoch: 31157, [Discriminator :: d_loss: 0.727418], [ Generator :: loss: 0.146174] random_index: 38400 (32, 10) 38432 epoch: 31158, [Discriminator :: d_loss: 0.730147], [ Generator :: loss: 0.143263] random_index: 26571 (32, 10) 26603 epoch: 31159, [Discriminator :: d_loss: 0.721497], [ Generator :: loss: 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d_loss: 0.734436], [ Generator :: loss: 0.144313] random_index: 29906 (32, 10) 29938 epoch: 31186, [Discriminator :: d_loss: 0.735545], [ Generator :: loss: 0.123363] random_index: 5129 (32, 10) 5161 epoch: 31187, [Discriminator :: d_loss: 0.729323], [ Generator :: loss: 0.129789] random_index: 1305 (32, 10) 1337 epoch: 31188, [Discriminator :: d_loss: 0.728118], [ Generator :: loss: 0.133129] random_index: 32596 (32, 10) 32628 epoch: 31189, [Discriminator :: d_loss: 0.731410], [ Generator :: loss: 0.142733] random_index: 35611 (32, 10) 35643 epoch: 31190, [Discriminator :: d_loss: 0.733310], [ Generator :: loss: 0.152242] random_index: 14424 (32, 10) 14456 epoch: 31191, [Discriminator :: d_loss: 0.739285], [ Generator :: loss: 0.150903] random_index: 28752 (32, 10) 28784 epoch: 31192, [Discriminator :: d_loss: 0.737071], [ Generator :: loss: 0.150647] random_index: 34158 (32, 10) 34190 epoch: 31193, [Discriminator :: d_loss: 0.734019], [ Generator :: loss: 0.147299] random_index: 2214 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epoch: 31211, [Discriminator :: d_loss: 0.725708], [ Generator :: loss: 0.135342] random_index: 37813 (32, 10) 37845 epoch: 31212, [Discriminator :: d_loss: 0.732321], [ Generator :: loss: 0.125811] random_index: 37712 (32, 10) 37744 epoch: 31213, [Discriminator :: d_loss: 0.734015], [ Generator :: loss: 0.130910] random_index: 20106 (32, 10) 20138 epoch: 31214, [Discriminator :: d_loss: 0.734715], [ Generator :: loss: 0.145226] random_index: 1668 (32, 10) 1700 epoch: 31215, [Discriminator :: d_loss: 0.726564], [ Generator :: loss: 0.164980] random_index: 28038 (32, 10) 28070 epoch: 31216, [Discriminator :: d_loss: 0.729738], [ Generator :: loss: 0.165401] random_index: 40740 (32, 10) 40772 epoch: 31217, [Discriminator :: d_loss: 0.732070], [ Generator :: loss: 0.158614] random_index: 10375 (32, 10) 10407 epoch: 31218, [Discriminator :: d_loss: 0.727874], [ Generator :: loss: 0.156878] random_index: 29163 (32, 10) 29195 epoch: 31219, [Discriminator :: d_loss: 0.729929], [ Generator :: loss: 0.132305] random_index: 140 (32, 10) 172 epoch: 31220, [Discriminator :: d_loss: 0.720350], [ Generator :: loss: 0.132386] random_index: 18593 (32, 10) 18625 epoch: 31221, [Discriminator :: d_loss: 0.733819], [ Generator :: loss: 0.133098] random_index: 863 (32, 10) 895 epoch: 31222, [Discriminator :: d_loss: 0.732571], [ Generator :: loss: 0.148305] random_index: 22793 (32, 10) 22825 epoch: 31223, [Discriminator :: d_loss: 0.728682], [ Generator :: loss: 0.153409] random_index: 25035 (32, 10) 25067 epoch: 31224, [Discriminator :: d_loss: 0.727303], [ Generator :: loss: 0.149646] random_index: 30405 (32, 10) 30437 epoch: 31225, [Discriminator :: d_loss: 0.733370], [ Generator :: loss: 0.158603] random_index: 6100 (32, 10) 6132 epoch: 31226, [Discriminator :: d_loss: 0.720246], [ Generator :: loss: 0.146237] random_index: 31912 (32, 10) 31944 epoch: 31227, [Discriminator :: d_loss: 0.724889], [ Generator :: loss: 0.132322] random_index: 37705 (32, 10) 37737 epoch: 31228, 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random_index: 7892 (32, 10) 7924 epoch: 31237, [Discriminator :: d_loss: 0.725453], [ Generator :: loss: 0.118947] random_index: 29851 (32, 10) 29883 epoch: 31238, [Discriminator :: d_loss: 0.719459], [ Generator :: loss: 0.136636] random_index: 26509 (32, 10) 26541 epoch: 31239, [Discriminator :: d_loss: 0.727919], [ Generator :: loss: 0.129222] random_index: 7343 (32, 10) 7375 epoch: 31240, [Discriminator :: d_loss: 0.727331], [ Generator :: loss: 0.143824] random_index: 22448 (32, 10) 22480 epoch: 31241, [Discriminator :: d_loss: 0.728299], [ Generator :: loss: 0.155850] random_index: 4686 (32, 10) 4718 epoch: 31242, [Discriminator :: d_loss: 0.717874], [ Generator :: loss: 0.156480] random_index: 14861 (32, 10) 14893 epoch: 31243, [Discriminator :: d_loss: 0.726036], [ Generator :: loss: 0.156860] random_index: 14495 (32, 10) 14527 epoch: 31244, [Discriminator :: d_loss: 0.727583], [ Generator :: loss: 0.143062] random_index: 4786 (32, 10) 4818 epoch: 31245, [Discriminator :: d_loss: 0.727551], [ Generator :: loss: 0.132413] random_index: 6347 (32, 10) 6379 epoch: 31246, [Discriminator :: d_loss: 0.736220], [ Generator :: loss: 0.130794] random_index: 13243 (32, 10) 13275 epoch: 31247, [Discriminator :: d_loss: 0.730826], [ Generator :: loss: 0.141480] random_index: 24497 (32, 10) 24529 epoch: 31248, [Discriminator :: d_loss: 0.737035], [ Generator :: loss: 0.143986] random_index: 15207 (32, 10) 15239 epoch: 31249, [Discriminator :: d_loss: 0.727896], [ Generator :: loss: 0.147611] random_index: 31803 (32, 10) 31835 epoch: 31250, [Discriminator :: d_loss: 0.730335], [ Generator :: loss: 0.154501] random_index: 41727 (32, 10) 41759 epoch: 31251, [Discriminator :: d_loss: 0.724704], [ Generator :: loss: 0.150215] random_index: 41786 (32, 10) 41818 epoch: 31252, [Discriminator :: d_loss: 0.730330], [ Generator :: loss: 0.150624] random_index: 8583 (32, 10) 8615 epoch: 31253, [Discriminator :: d_loss: 0.725807], [ Generator :: loss: 0.139502] random_index: 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loss: 0.136051] random_index: 38811 (32, 10) 38843 epoch: 32144, [Discriminator :: d_loss: 0.729106], [ Generator :: loss: 0.144453] random_index: 19500 (32, 10) 19532 epoch: 32145, [Discriminator :: d_loss: 0.727561], [ Generator :: loss: 0.142505] random_index: 29540 (32, 10) 29572 epoch: 32146, [Discriminator :: d_loss: 0.730036], [ Generator :: loss: 0.150244] random_index: 17292 (32, 10) 17324 epoch: 32147, [Discriminator :: d_loss: 0.723527], [ Generator :: loss: 0.145100] random_index: 41356 (32, 10) 41388 epoch: 32148, [Discriminator :: d_loss: 0.729183], [ Generator :: loss: 0.142727] random_index: 36089 (32, 10) 36121 epoch: 32149, [Discriminator :: d_loss: 0.734116], [ Generator :: loss: 0.139702] random_index: 10856 (32, 10) 10888 epoch: 32150, [Discriminator :: d_loss: 0.727498], [ Generator :: loss: 0.145114] random_index: 33586 (32, 10) 33618 epoch: 32151, [Discriminator :: d_loss: 0.728492], [ Generator :: loss: 0.148034] random_index: 26529 (32, 10) 26561 epoch: 32152, 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d_loss: 0.728116], [ Generator :: loss: 0.123829] random_index: 22080 (32, 10) 22112 epoch: 32170, [Discriminator :: d_loss: 0.729120], [ Generator :: loss: 0.113165] random_index: 34598 (32, 10) 34630 epoch: 32171, [Discriminator :: d_loss: 0.734894], [ Generator :: loss: 0.122247] random_index: 27695 (32, 10) 27727 epoch: 32172, [Discriminator :: d_loss: 0.734375], [ Generator :: loss: 0.131712] random_index: 35193 (32, 10) 35225 epoch: 32173, [Discriminator :: d_loss: 0.723196], [ Generator :: loss: 0.155904] random_index: 7464 (32, 10) 7496 epoch: 32174, [Discriminator :: d_loss: 0.730084], [ Generator :: loss: 0.156688] random_index: 19906 (32, 10) 19938 epoch: 32175, [Discriminator :: d_loss: 0.733221], [ Generator :: loss: 0.152414] random_index: 5805 (32, 10) 5837 epoch: 32176, [Discriminator :: d_loss: 0.736816], [ Generator :: loss: 0.156839] random_index: 23225 (32, 10) 23257 epoch: 32177, [Discriminator :: d_loss: 0.742248], [ Generator :: loss: 0.149752] random_index: 6991 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Generator :: loss: 0.150963] random_index: 26946 (32, 10) 26978 epoch: 33222, [Discriminator :: d_loss: 0.724571], [ Generator :: loss: 0.151547] random_index: 27308 (32, 10) 27340 epoch: 33223, [Discriminator :: d_loss: 0.730074], [ Generator :: loss: 0.148122] random_index: 3464 (32, 10) 3496 epoch: 33224, [Discriminator :: d_loss: 0.728516], [ Generator :: loss: 0.144804] random_index: 29810 (32, 10) 29842 epoch: 33225, [Discriminator :: d_loss: 0.727185], [ Generator :: loss: 0.137923] random_index: 39471 (32, 10) 39503 epoch: 33226, [Discriminator :: d_loss: 0.734992], [ Generator :: loss: 0.141687] random_index: 39781 (32, 10) 39813 epoch: 33227, [Discriminator :: d_loss: 0.725981], [ Generator :: loss: 0.147139] random_index: 34622 (32, 10) 34654 epoch: 33228, [Discriminator :: d_loss: 0.733184], [ Generator :: loss: 0.147763] random_index: 20052 (32, 10) 20084 epoch: 33229, [Discriminator :: d_loss: 0.723484], [ Generator :: loss: 0.140144] random_index: 21011 (32, 10) 21043 epoch: 33230, [Discriminator :: d_loss: 0.726069], [ Generator :: loss: 0.138655] random_index: 28748 (32, 10) 28780 epoch: 33231, [Discriminator :: d_loss: 0.727183], [ Generator :: loss: 0.131842] random_index: 35319 (32, 10) 35351 epoch: 33232, [Discriminator :: d_loss: 0.724944], [ Generator :: loss: 0.132224] random_index: 38529 (32, 10) 38561 epoch: 33233, [Discriminator :: d_loss: 0.726092], [ Generator :: loss: 0.135703] random_index: 19282 (32, 10) 19314 epoch: 33234, [Discriminator :: d_loss: 0.727229], [ Generator :: loss: 0.141380] random_index: 30701 (32, 10) 30733 epoch: 33235, [Discriminator :: d_loss: 0.726787], [ Generator :: loss: 0.136958] random_index: 17716 (32, 10) 17748 epoch: 33236, [Discriminator :: d_loss: 0.725999], [ Generator :: loss: 0.139169] random_index: 32233 (32, 10) 32265 epoch: 33237, [Discriminator :: d_loss: 0.726560], [ Generator :: loss: 0.134081] random_index: 34759 (32, 10) 34791 epoch: 33238, [Discriminator :: d_loss: 0.724321], [ Generator 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epoch: 33444, [Discriminator :: d_loss: 0.729371], [ Generator :: loss: 0.147460] random_index: 30261 (32, 10) 30293 epoch: 33445, [Discriminator :: d_loss: 0.735794], [ Generator :: loss: 0.141126] random_index: 3633 (32, 10) 3665 epoch: 33446, [Discriminator :: d_loss: 0.726590], [ Generator :: loss: 0.128381] random_index: 11329 (32, 10) 11361 epoch: 33447, [Discriminator :: d_loss: 0.722767], [ Generator :: loss: 0.120424] random_index: 1556 (32, 10) 1588 epoch: 33448, [Discriminator :: d_loss: 0.731779], [ Generator :: loss: 0.123094] random_index: 13282 (32, 10) 13314 epoch: 33449, [Discriminator :: d_loss: 0.727335], [ Generator :: loss: 0.129318] random_index: 33363 (32, 10) 33395 epoch: 33450, [Discriminator :: d_loss: 0.721569], [ Generator :: loss: 0.142056] random_index: 28036 (32, 10) 28068 epoch: 33451, [Discriminator :: d_loss: 0.728435], [ Generator :: loss: 0.157203] random_index: 34601 (32, 10) 34633 epoch: 33452, [Discriminator :: d_loss: 0.730817], [ Generator :: 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0.138410] random_index: 11504 (32, 10) 11536 epoch: 33658, [Discriminator :: d_loss: 0.723506], [ Generator :: loss: 0.137675] random_index: 8068 (32, 10) 8100 epoch: 33659, [Discriminator :: d_loss: 0.726089], [ Generator :: loss: 0.133139] random_index: 10275 (32, 10) 10307 epoch: 33660, [Discriminator :: d_loss: 0.729241], [ Generator :: loss: 0.133133] random_index: 18017 (32, 10) 18049 epoch: 33661, [Discriminator :: d_loss: 0.727943], [ Generator :: loss: 0.137023] random_index: 37370 (32, 10) 37402 epoch: 33662, [Discriminator :: d_loss: 0.727768], [ Generator :: loss: 0.143450] random_index: 14791 (32, 10) 14823 epoch: 33663, [Discriminator :: d_loss: 0.729694], [ Generator :: loss: 0.146781] random_index: 3274 (32, 10) 3306 epoch: 33664, [Discriminator :: d_loss: 0.724772], [ Generator :: loss: 0.149005] random_index: 28429 (32, 10) 28461 epoch: 33665, [Discriminator :: d_loss: 0.727880], [ Generator :: loss: 0.140146] random_index: 376 (32, 10) 408 epoch: 33666, 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d_loss: 0.719011], [ Generator :: loss: 0.147957] random_index: 9060 (32, 10) 9092 epoch: 33684, [Discriminator :: d_loss: 0.725892], [ Generator :: loss: 0.144807] random_index: 35209 (32, 10) 35241 epoch: 33685, [Discriminator :: d_loss: 0.716361], [ Generator :: loss: 0.140803] random_index: 8642 (32, 10) 8674 epoch: 33686, [Discriminator :: d_loss: 0.720947], [ Generator :: loss: 0.141379] random_index: 28572 (32, 10) 28604 epoch: 33687, [Discriminator :: d_loss: 0.731757], [ Generator :: loss: 0.135437] random_index: 9016 (32, 10) 9048 epoch: 33688, [Discriminator :: d_loss: 0.718674], [ Generator :: loss: 0.127320] random_index: 16362 (32, 10) 16394 epoch: 33689, [Discriminator :: d_loss: 0.740750], [ Generator :: loss: 0.133195] random_index: 2063 (32, 10) 2095 epoch: 33690, [Discriminator :: d_loss: 0.724888], [ Generator :: loss: 0.141652] random_index: 2995 (32, 10) 3027 epoch: 33691, [Discriminator :: d_loss: 0.722625], [ Generator :: loss: 0.154655] random_index: 41427 (32, 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Generator :: loss: 0.136873] random_index: 16945 (32, 10) 16977 epoch: 33701, [Discriminator :: d_loss: 0.725421], [ Generator :: loss: 0.123371] random_index: 31529 (32, 10) 31561 epoch: 33702, [Discriminator :: d_loss: 0.728900], [ Generator :: loss: 0.128949] random_index: 18810 (32, 10) 18842 epoch: 33703, [Discriminator :: d_loss: 0.736132], [ Generator :: loss: 0.141924] random_index: 37739 (32, 10) 37771 epoch: 33704, [Discriminator :: d_loss: 0.730216], [ Generator :: loss: 0.148912] random_index: 25938 (32, 10) 25970 epoch: 33705, [Discriminator :: d_loss: 0.729365], [ Generator :: loss: 0.154863] random_index: 21537 (32, 10) 21569 epoch: 33706, [Discriminator :: d_loss: 0.722584], [ Generator :: loss: 0.154388] random_index: 5553 (32, 10) 5585 epoch: 33707, [Discriminator :: d_loss: 0.726535], [ Generator :: loss: 0.155782] random_index: 34681 (32, 10) 34713 epoch: 33708, [Discriminator :: d_loss: 0.730453], [ Generator :: loss: 0.131367] random_index: 8970 (32, 10) 9002 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d_loss: 0.729242], [ Generator :: loss: 0.134780] random_index: 7854 (32, 10) 7886 epoch: 33821, [Discriminator :: d_loss: 0.724251], [ Generator :: loss: 0.121761] random_index: 40267 (32, 10) 40299 epoch: 33822, [Discriminator :: d_loss: 0.743451], [ Generator :: loss: 0.118922] random_index: 34816 (32, 10) 34848 epoch: 33823, [Discriminator :: d_loss: 0.723781], [ Generator :: loss: 0.130748] random_index: 13229 (32, 10) 13261 epoch: 33824, [Discriminator :: d_loss: 0.727110], [ Generator :: loss: 0.145697] random_index: 19412 (32, 10) 19444 epoch: 33825, [Discriminator :: d_loss: 0.727981], [ Generator :: loss: 0.159011] random_index: 14120 (32, 10) 14152 epoch: 33826, [Discriminator :: d_loss: 0.732537], [ Generator :: loss: 0.161257] random_index: 35822 (32, 10) 35854 epoch: 33827, [Discriminator :: d_loss: 0.730709], [ Generator :: loss: 0.154852] random_index: 21046 (32, 10) 21078 epoch: 33828, [Discriminator :: d_loss: 0.726313], [ Generator :: loss: 0.146218] random_index: 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[Discriminator :: d_loss: 0.741278], [ Generator :: loss: 0.127160] random_index: 33559 (32, 10) 33591 epoch: 33881, [Discriminator :: d_loss: 0.731483], [ Generator :: loss: 0.132596] random_index: 1135 (32, 10) 1167 epoch: 33882, [Discriminator :: d_loss: 0.725986], [ Generator :: loss: 0.139069] random_index: 29142 (32, 10) 29174 epoch: 33883, [Discriminator :: d_loss: 0.726259], [ Generator :: loss: 0.138477] random_index: 39702 (32, 10) 39734 epoch: 33884, [Discriminator :: d_loss: 0.733124], [ Generator :: loss: 0.143165] random_index: 40795 (32, 10) 40827 epoch: 33885, [Discriminator :: d_loss: 0.724881], [ Generator :: loss: 0.140782] random_index: 40411 (32, 10) 40443 epoch: 33886, [Discriminator :: d_loss: 0.729166], [ Generator :: loss: 0.142425] random_index: 8857 (32, 10) 8889 epoch: 33887, [Discriminator :: d_loss: 0.725826], [ Generator :: loss: 0.141950] random_index: 36391 (32, 10) 36423 epoch: 33888, [Discriminator :: d_loss: 0.733147], [ Generator :: loss: 0.141312] 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d_loss: 0.729613], [ Generator :: loss: 0.142084] random_index: 19212 (32, 10) 19244 epoch: 33898, [Discriminator :: d_loss: 0.726092], [ Generator :: loss: 0.142783] random_index: 15667 (32, 10) 15699 epoch: 33899, [Discriminator :: d_loss: 0.724743], [ Generator :: loss: 0.130854] random_index: 9996 (32, 10) 10028 epoch: 33900, [Discriminator :: d_loss: 0.734310], [ Generator :: loss: 0.129790] random_index: 1944 (32, 10) 1976 epoch: 33901, [Discriminator :: d_loss: 0.732828], [ Generator :: loss: 0.133957] random_index: 3423 (32, 10) 3455 epoch: 33902, [Discriminator :: d_loss: 0.727277], [ Generator :: loss: 0.142637] random_index: 32790 (32, 10) 32822 epoch: 33903, [Discriminator :: d_loss: 0.722545], [ Generator :: loss: 0.141044] random_index: 35310 (32, 10) 35342 epoch: 33904, [Discriminator :: d_loss: 0.725015], [ Generator :: loss: 0.150347] random_index: 23676 (32, 10) 23708 epoch: 33905, [Discriminator :: d_loss: 0.726607], [ Generator :: loss: 0.140792] random_index: 2518 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Generator :: loss: 0.138162] random_index: 30777 (32, 10) 30809 epoch: 33915, [Discriminator :: d_loss: 0.733303], [ Generator :: loss: 0.145615] random_index: 3088 (32, 10) 3120 epoch: 33916, [Discriminator :: d_loss: 0.725585], [ Generator :: loss: 0.147108] random_index: 6129 (32, 10) 6161 epoch: 33917, [Discriminator :: d_loss: 0.727590], [ Generator :: loss: 0.142817] random_index: 2269 (32, 10) 2301 epoch: 33918, [Discriminator :: d_loss: 0.733284], [ Generator :: loss: 0.139409] random_index: 25623 (32, 10) 25655 epoch: 33919, [Discriminator :: d_loss: 0.728054], [ Generator :: loss: 0.135820] random_index: 38768 (32, 10) 38800 epoch: 33920, [Discriminator :: d_loss: 0.727868], [ Generator :: loss: 0.140136] random_index: 9061 (32, 10) 9093 epoch: 33921, [Discriminator :: d_loss: 0.726857], [ Generator :: loss: 0.137393] random_index: 33463 (32, 10) 33495 epoch: 33922, [Discriminator :: d_loss: 0.729086], [ Generator :: loss: 0.144235] random_index: 17155 (32, 10) 17187 epoch: 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epoch: 34257, [Discriminator :: d_loss: 0.733507], [ Generator :: loss: 0.144507] random_index: 46 (32, 10) 78 epoch: 34258, [Discriminator :: d_loss: 0.730859], [ Generator :: loss: 0.151373] random_index: 14489 (32, 10) 14521 epoch: 34259, [Discriminator :: d_loss: 0.733066], [ Generator :: loss: 0.164979] random_index: 13153 (32, 10) 13185 epoch: 34260, [Discriminator :: d_loss: 0.736051], [ Generator :: loss: 0.155194] random_index: 1894 (32, 10) 1926 epoch: 34261, [Discriminator :: d_loss: 0.733374], [ Generator :: loss: 0.151247] random_index: 27012 (32, 10) 27044 epoch: 34262, [Discriminator :: d_loss: 0.732641], [ Generator :: loss: 0.132968] random_index: 30503 (32, 10) 30535 epoch: 34263, [Discriminator :: d_loss: 0.732778], [ Generator :: loss: 0.138444] random_index: 34536 (32, 10) 34568 epoch: 34264, [Discriminator :: d_loss: 0.731268], [ Generator :: loss: 0.126692] random_index: 23953 (32, 10) 23985 epoch: 34265, [Discriminator :: d_loss: 0.728308], [ Generator :: loss: 0.139966] random_index: 23728 (32, 10) 23760 epoch: 34266, [Discriminator :: d_loss: 0.730502], [ Generator :: loss: 0.149619] random_index: 36384 (32, 10) 36416 epoch: 34267, [Discriminator :: d_loss: 0.730997], [ Generator :: loss: 0.156279] random_index: 3153 (32, 10) 3185 epoch: 34268, [Discriminator :: d_loss: 0.731238], [ Generator :: loss: 0.166211] random_index: 11297 (32, 10) 11329 epoch: 34269, [Discriminator :: d_loss: 0.736479], [ Generator :: loss: 0.154155] random_index: 22536 (32, 10) 22568 epoch: 34270, [Discriminator :: d_loss: 0.733543], [ Generator :: loss: 0.136641] random_index: 33992 (32, 10) 34024 epoch: 34271, [Discriminator :: d_loss: 0.736762], [ Generator :: loss: 0.119368] random_index: 24414 (32, 10) 24446 epoch: 34272, [Discriminator :: d_loss: 0.729994], [ Generator :: loss: 0.120221] random_index: 31628 (32, 10) 31660 epoch: 34273, [Discriminator :: d_loss: 0.733774], [ Generator :: loss: 0.127949] random_index: 37067 (32, 10) 37099 epoch: 34274, 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epoch: 34317, [Discriminator :: d_loss: 0.729283], [ Generator :: loss: 0.119068] random_index: 40051 (32, 10) 40083 epoch: 34318, [Discriminator :: d_loss: 0.745500], [ Generator :: loss: 0.137169] random_index: 19672 (32, 10) 19704 epoch: 34319, [Discriminator :: d_loss: 0.729691], [ Generator :: loss: 0.152050] random_index: 17493 (32, 10) 17525 epoch: 34320, [Discriminator :: d_loss: 0.732132], [ Generator :: loss: 0.154218] random_index: 35065 (32, 10) 35097 epoch: 34321, [Discriminator :: d_loss: 0.735819], [ Generator :: loss: 0.152512] random_index: 1170 (32, 10) 1202 epoch: 34322, [Discriminator :: d_loss: 0.734271], [ Generator :: loss: 0.149577] random_index: 3484 (32, 10) 3516 epoch: 34323, [Discriminator :: d_loss: 0.730641], [ Generator :: loss: 0.142811] random_index: 2589 (32, 10) 2621 epoch: 34324, [Discriminator :: d_loss: 0.733177], [ Generator :: loss: 0.141322] random_index: 12672 (32, 10) 12704 epoch: 34325, [Discriminator :: d_loss: 0.738832], [ Generator :: loss: 0.134088] random_index: 16896 (32, 10) 16928 epoch: 34326, [Discriminator :: d_loss: 0.728219], [ Generator :: loss: 0.137825] random_index: 31034 (32, 10) 31066 epoch: 34327, [Discriminator :: d_loss: 0.732061], [ Generator :: loss: 0.135032] random_index: 18002 (32, 10) 18034 epoch: 34328, [Discriminator :: d_loss: 0.735143], [ Generator :: loss: 0.132275] random_index: 3487 (32, 10) 3519 epoch: 34329, [Discriminator :: d_loss: 0.720586], [ Generator :: loss: 0.146475] random_index: 18085 (32, 10) 18117 epoch: 34330, [Discriminator :: d_loss: 0.734320], [ Generator :: loss: 0.147509] random_index: 27600 (32, 10) 27632 epoch: 34331, [Discriminator :: d_loss: 0.731848], [ Generator :: loss: 0.143984] random_index: 33408 (32, 10) 33440 epoch: 34332, [Discriminator :: d_loss: 0.738492], [ Generator :: loss: 0.149806] random_index: 22927 (32, 10) 22959 epoch: 34333, [Discriminator :: d_loss: 0.731933], [ Generator :: loss: 0.140280] random_index: 16234 (32, 10) 16266 epoch: 34334, [Discriminator :: d_loss: 0.729010], [ Generator :: loss: 0.135386] random_index: 18243 (32, 10) 18275 epoch: 34335, [Discriminator :: d_loss: 0.731629], [ Generator :: loss: 0.134278] random_index: 32979 (32, 10) 33011 epoch: 34336, [Discriminator :: d_loss: 0.728212], [ Generator :: loss: 0.135902] random_index: 2352 (32, 10) 2384 epoch: 34337, [Discriminator :: d_loss: 0.727810], [ Generator :: loss: 0.136900] random_index: 29120 (32, 10) 29152 epoch: 34338, [Discriminator :: d_loss: 0.729005], [ Generator :: loss: 0.134724] random_index: 21539 (32, 10) 21571 epoch: 34339, [Discriminator :: d_loss: 0.728277], [ Generator :: loss: 0.140999] random_index: 21272 (32, 10) 21304 epoch: 34340, [Discriminator :: d_loss: 0.725862], [ Generator :: loss: 0.141286] random_index: 10483 (32, 10) 10515 epoch: 34341, [Discriminator :: d_loss: 0.726344], [ Generator :: loss: 0.136786] random_index: 30221 (32, 10) 30253 epoch: 34342, [Discriminator :: d_loss: 0.730198], [ Generator :: loss: 0.139098] random_index: 15378 (32, 10) 15410 epoch: 34343, [Discriminator :: d_loss: 0.732049], [ Generator :: loss: 0.142371] random_index: 36820 (32, 10) 36852 epoch: 34344, [Discriminator :: d_loss: 0.731825], [ Generator :: loss: 0.137550] random_index: 20348 (32, 10) 20380 epoch: 34345, [Discriminator :: d_loss: 0.728339], [ Generator :: loss: 0.142034] random_index: 40439 (32, 10) 40471 epoch: 34346, [Discriminator :: d_loss: 0.731257], [ Generator :: loss: 0.140154] random_index: 34339 (32, 10) 34371 epoch: 34347, [Discriminator :: d_loss: 0.723334], [ Generator :: loss: 0.136190] random_index: 27593 (32, 10) 27625 epoch: 34348, [Discriminator :: d_loss: 0.728309], [ Generator :: loss: 0.145193] random_index: 24479 (32, 10) 24511 epoch: 34349, [Discriminator :: d_loss: 0.733663], [ Generator :: loss: 0.139275] random_index: 38875 (32, 10) 38907 epoch: 34350, [Discriminator :: d_loss: 0.728349], [ Generator :: loss: 0.143915] random_index: 30999 (32, 10) 31031 epoch: 34351, [Discriminator :: d_loss: 0.728360], [ Generator :: loss: 0.139448] random_index: 5728 (32, 10) 5760 epoch: 34352, [Discriminator :: d_loss: 0.732007], [ Generator :: loss: 0.134163] random_index: 15794 (32, 10) 15826 epoch: 34353, [Discriminator :: d_loss: 0.725840], [ Generator :: loss: 0.138536] random_index: 7179 (32, 10) 7211 epoch: 34354, [Discriminator :: d_loss: 0.730183], [ Generator :: loss: 0.135899] random_index: 9355 (32, 10) 9387 epoch: 34355, [Discriminator :: d_loss: 0.733272], [ Generator :: loss: 0.140328] random_index: 25071 (32, 10) 25103 epoch: 34356, [Discriminator :: d_loss: 0.737811], [ Generator :: loss: 0.143376] random_index: 40510 (32, 10) 40542 epoch: 34357, [Discriminator :: d_loss: 0.729837], [ Generator :: loss: 0.153334] random_index: 38246 (32, 10) 38278 epoch: 34358, [Discriminator :: d_loss: 0.724319], [ Generator :: loss: 0.150291] random_index: 35413 (32, 10) 35445 epoch: 34359, [Discriminator :: d_loss: 0.728508], [ Generator :: loss: 0.149062] random_index: 30645 (32, 10) 30677 epoch: 34360, [Discriminator :: d_loss: 0.729049], [ Generator :: loss: 0.142028] random_index: 5825 (32, 10) 5857 epoch: 34361, [Discriminator :: d_loss: 0.724892], [ Generator :: loss: 0.128479] random_index: 33063 (32, 10) 33095 epoch: 34362, [Discriminator :: d_loss: 0.726766], [ Generator :: loss: 0.133805] random_index: 29272 (32, 10) 29304 epoch: 34363, [Discriminator :: d_loss: 0.736676], [ Generator :: loss: 0.133342] random_index: 7243 (32, 10) 7275 epoch: 34364, [Discriminator :: d_loss: 0.732837], [ Generator :: loss: 0.140169] random_index: 18553 (32, 10) 18585 epoch: 34365, [Discriminator :: d_loss: 0.721725], [ Generator :: loss: 0.150146] random_index: 9083 (32, 10) 9115 epoch: 34366, [Discriminator :: d_loss: 0.721795], [ Generator :: loss: 0.151577] random_index: 18547 (32, 10) 18579 epoch: 34367, [Discriminator :: d_loss: 0.724945], [ Generator :: loss: 0.145406] random_index: 37348 (32, 10) 37380 epoch: 34368, [Discriminator :: d_loss: 0.730777], [ Generator :: loss: 0.149830] random_index: 23355 (32, 10) 23387 epoch: 34369, [Discriminator :: d_loss: 0.726602], [ Generator :: loss: 0.139586] random_index: 33000 (32, 10) 33032 epoch: 34370, [Discriminator :: d_loss: 0.722817], [ Generator :: loss: 0.129065] random_index: 23001 (32, 10) 23033 epoch: 34371, [Discriminator :: d_loss: 0.728550], [ Generator :: loss: 0.137621] random_index: 689 (32, 10) 721 epoch: 34372, [Discriminator :: d_loss: 0.731972], [ Generator :: loss: 0.143718] random_index: 6628 (32, 10) 6660 epoch: 34373, [Discriminator :: d_loss: 0.725825], [ Generator :: loss: 0.145949] random_index: 40576 (32, 10) 40608 epoch: 34374, [Discriminator :: d_loss: 0.723293], [ Generator :: loss: 0.147365] random_index: 8767 (32, 10) 8799 epoch: 34375, [Discriminator :: d_loss: 0.723378], [ Generator :: loss: 0.148691] random_index: 34717 (32, 10) 34749 epoch: 34376, [Discriminator :: d_loss: 0.736159], [ Generator :: loss: 0.150193] random_index: 2460 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0.134336] random_index: 31790 (32, 10) 31822 epoch: 34403, [Discriminator :: d_loss: 0.735024], [ Generator :: loss: 0.129036] random_index: 18305 (32, 10) 18337 epoch: 34404, [Discriminator :: d_loss: 0.746370], [ Generator :: loss: 0.126010] random_index: 23567 (32, 10) 23599 epoch: 34405, [Discriminator :: d_loss: 0.721444], [ Generator :: loss: 0.128261] random_index: 18472 (32, 10) 18504 epoch: 34406, [Discriminator :: d_loss: 0.731798], [ Generator :: loss: 0.132645] random_index: 3606 (32, 10) 3638 epoch: 34407, [Discriminator :: d_loss: 0.736746], [ Generator :: loss: 0.141909] random_index: 16668 (32, 10) 16700 epoch: 34408, [Discriminator :: d_loss: 0.742458], [ Generator :: loss: 0.152709] random_index: 40180 (32, 10) 40212 epoch: 34409, [Discriminator :: d_loss: 0.729341], [ Generator :: loss: 0.150296] random_index: 38351 (32, 10) 38383 epoch: 34410, [Discriminator :: d_loss: 0.738484], [ Generator :: loss: 0.153222] random_index: 33127 (32, 10) 33159 epoch: 34411, [Discriminator :: d_loss: 0.728972], [ Generator :: loss: 0.146289] random_index: 28010 (32, 10) 28042 epoch: 34412, [Discriminator :: d_loss: 0.735863], [ Generator :: loss: 0.137437] random_index: 8542 (32, 10) 8574 epoch: 34413, [Discriminator :: d_loss: 0.728580], [ Generator :: loss: 0.129515] random_index: 1804 (32, 10) 1836 epoch: 34414, [Discriminator :: d_loss: 0.737447], [ Generator :: loss: 0.131249] random_index: 35678 (32, 10) 35710 epoch: 34415, [Discriminator :: d_loss: 0.729220], [ Generator :: loss: 0.132347] random_index: 34352 (32, 10) 34384 epoch: 34416, [Discriminator :: d_loss: 0.730144], [ Generator :: loss: 0.137922] random_index: 38178 (32, 10) 38210 epoch: 34417, [Discriminator :: d_loss: 0.738817], [ Generator :: loss: 0.144791] random_index: 17226 (32, 10) 17258 epoch: 34418, [Discriminator :: d_loss: 0.732538], [ Generator :: loss: 0.145568] random_index: 33217 (32, 10) 33249 epoch: 34419, [Discriminator :: d_loss: 0.731994], [ Generator :: loss: 0.144231] 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epoch: 34454, [Discriminator :: d_loss: 0.718205], [ Generator :: loss: 0.141595] random_index: 2122 (32, 10) 2154 epoch: 34455, [Discriminator :: d_loss: 0.725567], [ Generator :: loss: 0.153251] random_index: 37066 (32, 10) 37098 epoch: 34456, [Discriminator :: d_loss: 0.727962], [ Generator :: loss: 0.144199] random_index: 79 (32, 10) 111 epoch: 34457, [Discriminator :: d_loss: 0.726566], [ Generator :: loss: 0.144045] random_index: 29207 (32, 10) 29239 epoch: 34458, [Discriminator :: d_loss: 0.725253], [ Generator :: loss: 0.133633] random_index: 27597 (32, 10) 27629 epoch: 34459, [Discriminator :: d_loss: 0.721619], [ Generator :: loss: 0.128281] random_index: 7394 (32, 10) 7426 epoch: 34460, [Discriminator :: d_loss: 0.727886], [ Generator :: loss: 0.133667] random_index: 22045 (32, 10) 22077 epoch: 34461, [Discriminator :: d_loss: 0.721655], [ Generator :: loss: 0.133706] random_index: 12154 (32, 10) 12186 epoch: 34462, [Discriminator :: d_loss: 0.732616], [ Generator :: loss: 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d_loss: 0.726884], [ Generator :: loss: 0.153518] random_index: 41281 (32, 10) 41313 epoch: 34489, [Discriminator :: d_loss: 0.732451], [ Generator :: loss: 0.148363] random_index: 6322 (32, 10) 6354 epoch: 34490, [Discriminator :: d_loss: 0.732720], [ Generator :: loss: 0.146038] random_index: 22263 (32, 10) 22295 epoch: 34491, [Discriminator :: d_loss: 0.720325], [ Generator :: loss: 0.132412] random_index: 1356 (32, 10) 1388 epoch: 34492, [Discriminator :: d_loss: 0.739417], [ Generator :: loss: 0.147778] random_index: 30482 (32, 10) 30514 epoch: 34493, [Discriminator :: d_loss: 0.721777], [ Generator :: loss: 0.149306] random_index: 23865 (32, 10) 23897 epoch: 34494, [Discriminator :: d_loss: 0.727746], [ Generator :: loss: 0.145078] random_index: 10457 (32, 10) 10489 epoch: 34495, [Discriminator :: d_loss: 0.736812], [ Generator :: loss: 0.144086] random_index: 25699 (32, 10) 25731 epoch: 34496, [Discriminator :: d_loss: 0.727240], [ Generator :: loss: 0.142510] random_index: 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epoch: 34514, [Discriminator :: d_loss: 0.738804], [ Generator :: loss: 0.155275] random_index: 22345 (32, 10) 22377 epoch: 34515, [Discriminator :: d_loss: 0.736307], [ Generator :: loss: 0.145974] random_index: 24050 (32, 10) 24082 epoch: 34516, [Discriminator :: d_loss: 0.724616], [ Generator :: loss: 0.135197] random_index: 11992 (32, 10) 12024 epoch: 34517, [Discriminator :: d_loss: 0.734183], [ Generator :: loss: 0.130562] random_index: 19739 (32, 10) 19771 epoch: 34518, [Discriminator :: d_loss: 0.733698], [ Generator :: loss: 0.131887] random_index: 34551 (32, 10) 34583 epoch: 34519, [Discriminator :: d_loss: 0.727560], [ Generator :: loss: 0.139642] random_index: 30342 (32, 10) 30374 epoch: 34520, [Discriminator :: d_loss: 0.729779], [ Generator :: loss: 0.145392] random_index: 880 (32, 10) 912 epoch: 34521, [Discriminator :: d_loss: 0.737208], [ Generator :: loss: 0.144930] random_index: 24319 (32, 10) 24351 epoch: 34522, [Discriminator :: d_loss: 0.726482], [ Generator :: 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0.147324] random_index: 228 (32, 10) 260 epoch: 34771, [Discriminator :: d_loss: 0.731530], [ Generator :: loss: 0.156582] random_index: 24494 (32, 10) 24526 epoch: 34772, [Discriminator :: d_loss: 0.733675], [ Generator :: loss: 0.148101] random_index: 26213 (32, 10) 26245 epoch: 34773, [Discriminator :: d_loss: 0.740373], [ Generator :: loss: 0.139758] random_index: 26417 (32, 10) 26449 epoch: 34774, [Discriminator :: d_loss: 0.728802], [ Generator :: loss: 0.130727] random_index: 6387 (32, 10) 6419 epoch: 34775, [Discriminator :: d_loss: 0.735034], [ Generator :: loss: 0.136413] random_index: 11382 (32, 10) 11414 epoch: 34776, [Discriminator :: d_loss: 0.731397], [ Generator :: loss: 0.128738] random_index: 14321 (32, 10) 14353 epoch: 34777, [Discriminator :: d_loss: 0.736755], [ Generator :: loss: 0.137935] random_index: 17512 (32, 10) 17544 epoch: 34778, [Discriminator :: d_loss: 0.743202], [ Generator :: loss: 0.155321] random_index: 40337 (32, 10) 40369 epoch: 34779, 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d_loss: 0.735206], [ Generator :: loss: 0.134672] random_index: 20613 (32, 10) 20645 epoch: 34797, [Discriminator :: d_loss: 0.732572], [ Generator :: loss: 0.144350] random_index: 33555 (32, 10) 33587 epoch: 34798, [Discriminator :: d_loss: 0.733349], [ Generator :: loss: 0.148441] random_index: 37448 (32, 10) 37480 epoch: 34799, [Discriminator :: d_loss: 0.730774], [ Generator :: loss: 0.154699] random_index: 10769 (32, 10) 10801 epoch: 34800, [Discriminator :: d_loss: 0.727991], [ Generator :: loss: 0.163976] random_index: 644 (32, 10) 676 epoch: 34801, [Discriminator :: d_loss: 0.734627], [ Generator :: loss: 0.149891] random_index: 33608 (32, 10) 33640 epoch: 34802, [Discriminator :: d_loss: 0.725062], [ Generator :: loss: 0.139569] random_index: 12208 (32, 10) 12240 epoch: 34803, [Discriminator :: d_loss: 0.728382], [ Generator :: loss: 0.136033] random_index: 17232 (32, 10) 17264 epoch: 34804, [Discriminator :: d_loss: 0.727121], [ Generator :: loss: 0.124823] random_index: 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epoch: 34839, [Discriminator :: d_loss: 0.729920], [ Generator :: loss: 0.143940] random_index: 28413 (32, 10) 28445 epoch: 34840, [Discriminator :: d_loss: 0.727733], [ Generator :: loss: 0.142200] random_index: 3970 (32, 10) 4002 epoch: 34841, [Discriminator :: d_loss: 0.725616], [ Generator :: loss: 0.139050] random_index: 30957 (32, 10) 30989 epoch: 34842, [Discriminator :: d_loss: 0.721992], [ Generator :: loss: 0.134309] random_index: 19336 (32, 10) 19368 epoch: 34843, [Discriminator :: d_loss: 0.729848], [ Generator :: loss: 0.137773] random_index: 36834 (32, 10) 36866 epoch: 34844, [Discriminator :: d_loss: 0.745604], [ Generator :: loss: 0.143464] random_index: 3237 (32, 10) 3269 epoch: 34845, [Discriminator :: d_loss: 0.730087], [ Generator :: loss: 0.148312] random_index: 6674 (32, 10) 6706 epoch: 34846, [Discriminator :: d_loss: 0.726328], [ Generator :: loss: 0.146285] random_index: 3355 (32, 10) 3387 epoch: 34847, [Discriminator :: d_loss: 0.721830], [ Generator :: loss: 0.143594] random_index: 34936 (32, 10) 34968 epoch: 34848, [Discriminator :: d_loss: 0.717221], [ Generator :: loss: 0.128624] random_index: 12638 (32, 10) 12670 epoch: 34849, [Discriminator :: d_loss: 0.728768], [ Generator :: loss: 0.130646] random_index: 2795 (32, 10) 2827 epoch: 34850, [Discriminator :: d_loss: 0.725961], [ Generator :: loss: 0.133728] random_index: 36651 (32, 10) 36683 epoch: 34851, [Discriminator :: d_loss: 0.731626], [ Generator :: loss: 0.134683] random_index: 37407 (32, 10) 37439 epoch: 34852, [Discriminator :: d_loss: 0.730816], [ Generator :: loss: 0.148499] random_index: 20939 (32, 10) 20971 epoch: 34853, [Discriminator :: d_loss: 0.732008], [ Generator :: loss: 0.151278] random_index: 7272 (32, 10) 7304 epoch: 34854, [Discriminator :: d_loss: 0.725805], [ Generator :: loss: 0.145002] random_index: 1058 (32, 10) 1090 epoch: 34855, [Discriminator :: d_loss: 0.717060], [ Generator :: loss: 0.139658] random_index: 37094 (32, 10) 37126 epoch: 34856, 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0.138351] random_index: 28493 (32, 10) 28525 epoch: 34865, [Discriminator :: d_loss: 0.723903], [ Generator :: loss: 0.130568] random_index: 38887 (32, 10) 38919 epoch: 34866, [Discriminator :: d_loss: 0.739760], [ Generator :: loss: 0.138665] random_index: 34335 (32, 10) 34367 epoch: 34867, [Discriminator :: d_loss: 0.728116], [ Generator :: loss: 0.139332] random_index: 37614 (32, 10) 37646 epoch: 34868, [Discriminator :: d_loss: 0.732390], [ Generator :: loss: 0.146363] random_index: 18453 (32, 10) 18485 epoch: 34869, [Discriminator :: d_loss: 0.728665], [ Generator :: loss: 0.151341] random_index: 28427 (32, 10) 28459 epoch: 34870, [Discriminator :: d_loss: 0.730539], [ Generator :: loss: 0.149193] random_index: 6112 (32, 10) 6144 epoch: 34871, [Discriminator :: d_loss: 0.738461], [ Generator :: loss: 0.145154] random_index: 2882 (32, 10) 2914 epoch: 34872, [Discriminator :: d_loss: 0.730415], [ Generator :: loss: 0.140873] random_index: 6357 (32, 10) 6389 epoch: 34873, 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Generator :: loss: 0.137625] random_index: 31096 (32, 10) 31128 epoch: 35216, [Discriminator :: d_loss: 0.742267], [ Generator :: loss: 0.156013] random_index: 28760 (32, 10) 28792 epoch: 35217, [Discriminator :: d_loss: 0.727125], [ Generator :: loss: 0.168306] random_index: 10736 (32, 10) 10768 epoch: 35218, [Discriminator :: d_loss: 0.733608], [ Generator :: loss: 0.161556] random_index: 12454 (32, 10) 12486 epoch: 35219, [Discriminator :: d_loss: 0.727591], [ Generator :: loss: 0.148620] random_index: 151 (32, 10) 183 epoch: 35220, [Discriminator :: d_loss: 0.726643], [ Generator :: loss: 0.131124] random_index: 30958 (32, 10) 30990 epoch: 35221, [Discriminator :: d_loss: 0.721591], [ Generator :: loss: 0.113279] random_index: 5465 (32, 10) 5497 epoch: 35222, [Discriminator :: d_loss: 0.738477], [ Generator :: loss: 0.122082] random_index: 25346 (32, 10) 25378 epoch: 35223, [Discriminator :: d_loss: 0.726002], [ Generator :: loss: 0.136637] random_index: 12010 (32, 10) 12042 epoch: 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0.135806] random_index: 39159 (32, 10) 39191 epoch: 35233, [Discriminator :: d_loss: 0.735957], [ Generator :: loss: 0.143710] random_index: 31804 (32, 10) 31836 epoch: 35234, [Discriminator :: d_loss: 0.727184], [ Generator :: loss: 0.148723] random_index: 21491 (32, 10) 21523 epoch: 35235, [Discriminator :: d_loss: 0.727890], [ Generator :: loss: 0.152807] random_index: 572 (32, 10) 604 epoch: 35236, [Discriminator :: d_loss: 0.734623], [ Generator :: loss: 0.160110] random_index: 11939 (32, 10) 11971 epoch: 35237, [Discriminator :: d_loss: 0.733814], [ Generator :: loss: 0.148720] random_index: 27123 (32, 10) 27155 epoch: 35238, [Discriminator :: d_loss: 0.724135], [ Generator :: loss: 0.132591] random_index: 11727 (32, 10) 11759 epoch: 35239, [Discriminator :: d_loss: 0.740232], [ Generator :: loss: 0.121041] random_index: 22132 (32, 10) 22164 epoch: 35240, [Discriminator :: d_loss: 0.742106], [ Generator :: loss: 0.129425] random_index: 21653 (32, 10) 21685 epoch: 35241, [Discriminator :: d_loss: 0.726300], [ Generator :: loss: 0.141861] random_index: 30275 (32, 10) 30307 epoch: 35242, [Discriminator :: d_loss: 0.735084], [ Generator :: loss: 0.148807] random_index: 10468 (32, 10) 10500 epoch: 35243, [Discriminator :: d_loss: 0.729723], [ Generator :: loss: 0.156928] random_index: 26536 (32, 10) 26568 epoch: 35244, [Discriminator :: d_loss: 0.734547], [ Generator :: loss: 0.158428] random_index: 39771 (32, 10) 39803 epoch: 35245, [Discriminator :: d_loss: 0.736725], [ Generator :: loss: 0.150980] random_index: 25120 (32, 10) 25152 epoch: 35246, [Discriminator :: d_loss: 0.738974], [ Generator :: loss: 0.139541] random_index: 40591 (32, 10) 40623 epoch: 35247, [Discriminator :: d_loss: 0.728862], [ Generator :: loss: 0.125299] random_index: 25725 (32, 10) 25757 epoch: 35248, [Discriminator :: d_loss: 0.744182], [ Generator :: loss: 0.127342] random_index: 34363 (32, 10) 34395 epoch: 35249, [Discriminator :: d_loss: 0.731444], [ Generator :: loss: 0.132763] random_index: 35918 (32, 10) 35950 epoch: 35250, [Discriminator :: d_loss: 0.729152], [ Generator :: loss: 0.144026] random_index: 25067 (32, 10) 25099 epoch: 35251, [Discriminator :: d_loss: 0.740432], [ Generator :: loss: 0.152124] random_index: 30807 (32, 10) 30839 epoch: 35252, [Discriminator :: d_loss: 0.743629], [ Generator :: loss: 0.159836] random_index: 8174 (32, 10) 8206 epoch: 35253, [Discriminator :: d_loss: 0.733499], [ Generator :: loss: 0.161333] random_index: 8719 (32, 10) 8751 epoch: 35254, [Discriminator :: d_loss: 0.734373], [ Generator :: loss: 0.147033] random_index: 36888 (32, 10) 36920 epoch: 35255, [Discriminator :: d_loss: 0.733690], [ Generator :: loss: 0.139039] random_index: 34534 (32, 10) 34566 epoch: 35256, [Discriminator :: d_loss: 0.724723], [ Generator :: loss: 0.135435] random_index: 22798 (32, 10) 22830 epoch: 35257, [Discriminator :: d_loss: 0.731245], [ Generator :: loss: 0.121843] random_index: 1142 (32, 10) 1174 epoch: 35258, [Discriminator :: d_loss: 0.736306], [ Generator :: loss: 0.123660] random_index: 8519 (32, 10) 8551 epoch: 35259, [Discriminator :: d_loss: 0.732411], [ Generator :: loss: 0.132080] random_index: 4482 (32, 10) 4514 epoch: 35260, [Discriminator :: d_loss: 0.743312], [ Generator :: loss: 0.148252] random_index: 1550 (32, 10) 1582 epoch: 35261, [Discriminator :: d_loss: 0.738348], [ Generator :: loss: 0.149650] random_index: 29711 (32, 10) 29743 epoch: 35262, [Discriminator :: d_loss: 0.730766], [ Generator :: loss: 0.155095] random_index: 31531 (32, 10) 31563 epoch: 35263, [Discriminator :: d_loss: 0.736700], [ Generator :: loss: 0.151836] random_index: 5446 (32, 10) 5478 epoch: 35264, [Discriminator :: d_loss: 0.728540], [ Generator :: loss: 0.137086] random_index: 35194 (32, 10) 35226 epoch: 35265, [Discriminator :: d_loss: 0.731324], [ Generator :: loss: 0.130160] random_index: 34339 (32, 10) 34371 epoch: 35266, [Discriminator :: d_loss: 0.726507], [ Generator :: loss: 0.129367] 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d_loss: 0.734004], [ Generator :: loss: 0.137558] random_index: 26808 (32, 10) 26840 epoch: 35276, [Discriminator :: d_loss: 0.733682], [ Generator :: loss: 0.142286] random_index: 23515 (32, 10) 23547 epoch: 35277, [Discriminator :: d_loss: 0.731165], [ Generator :: loss: 0.142601] random_index: 32998 (32, 10) 33030 epoch: 35278, [Discriminator :: d_loss: 0.729692], [ Generator :: loss: 0.147314] random_index: 36298 (32, 10) 36330 epoch: 35279, [Discriminator :: d_loss: 0.727041], [ Generator :: loss: 0.141375] random_index: 28084 (32, 10) 28116 epoch: 35280, [Discriminator :: d_loss: 0.735129], [ Generator :: loss: 0.134387] random_index: 12996 (32, 10) 13028 epoch: 35281, [Discriminator :: d_loss: 0.732398], [ Generator :: loss: 0.139053] random_index: 26707 (32, 10) 26739 epoch: 35282, [Discriminator :: d_loss: 0.725386], [ Generator :: loss: 0.133966] random_index: 5616 (32, 10) 5648 epoch: 35283, [Discriminator :: d_loss: 0.721691], [ Generator :: loss: 0.131816] random_index: 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Generator :: loss: 0.140713] random_index: 30899 (32, 10) 30931 epoch: 35310, [Discriminator :: d_loss: 0.722546], [ Generator :: loss: 0.133848] random_index: 38418 (32, 10) 38450 epoch: 35311, [Discriminator :: d_loss: 0.726348], [ Generator :: loss: 0.136268] random_index: 22253 (32, 10) 22285 epoch: 35312, [Discriminator :: d_loss: 0.730920], [ Generator :: loss: 0.147178] random_index: 15891 (32, 10) 15923 epoch: 35313, [Discriminator :: d_loss: 0.727372], [ Generator :: loss: 0.139487] random_index: 16968 (32, 10) 17000 epoch: 35314, [Discriminator :: d_loss: 0.720693], [ Generator :: loss: 0.145936] random_index: 27362 (32, 10) 27394 epoch: 35315, [Discriminator :: d_loss: 0.725957], [ Generator :: loss: 0.141111] random_index: 20124 (32, 10) 20156 epoch: 35316, [Discriminator :: d_loss: 0.729838], [ Generator :: loss: 0.144109] random_index: 23811 (32, 10) 23843 epoch: 35317, [Discriminator :: d_loss: 0.727415], [ Generator :: loss: 0.145068] random_index: 9207 (32, 10) 9239 epoch: 35318, [Discriminator :: d_loss: 0.716678], [ Generator :: loss: 0.140221] random_index: 27325 (32, 10) 27357 epoch: 35319, [Discriminator :: d_loss: 0.729121], [ Generator :: loss: 0.129437] random_index: 13435 (32, 10) 13467 epoch: 35320, [Discriminator :: d_loss: 0.737701], [ Generator :: loss: 0.127218] random_index: 22322 (32, 10) 22354 epoch: 35321, [Discriminator :: d_loss: 0.722923], [ Generator :: loss: 0.136479] random_index: 11393 (32, 10) 11425 epoch: 35322, [Discriminator :: d_loss: 0.733102], [ Generator :: loss: 0.142933] random_index: 22733 (32, 10) 22765 epoch: 35323, [Discriminator :: d_loss: 0.730739], [ Generator :: loss: 0.162042] random_index: 13413 (32, 10) 13445 epoch: 35324, [Discriminator :: d_loss: 0.735967], [ Generator :: loss: 0.161539] random_index: 3851 (32, 10) 3883 epoch: 35325, [Discriminator :: d_loss: 0.732369], [ Generator :: loss: 0.163630] random_index: 38422 (32, 10) 38454 epoch: 35326, [Discriminator :: d_loss: 0.725268], [ Generator :: loss: 0.150680] random_index: 31668 (32, 10) 31700 epoch: 35327, [Discriminator :: d_loss: 0.730857], [ Generator :: loss: 0.131976] random_index: 22864 (32, 10) 22896 epoch: 35328, [Discriminator :: d_loss: 0.718580], [ Generator :: loss: 0.113445] random_index: 23653 (32, 10) 23685 epoch: 35329, [Discriminator :: d_loss: 0.734683], [ Generator :: loss: 0.128094] random_index: 12674 (32, 10) 12706 epoch: 35330, [Discriminator :: d_loss: 0.723764], [ Generator :: loss: 0.137052] random_index: 38575 (32, 10) 38607 epoch: 35331, [Discriminator :: d_loss: 0.721598], [ Generator :: loss: 0.143021] random_index: 24735 (32, 10) 24767 epoch: 35332, [Discriminator :: d_loss: 0.723033], [ Generator :: loss: 0.152871] random_index: 5496 (32, 10) 5528 epoch: 35333, [Discriminator :: d_loss: 0.729298], [ Generator :: loss: 0.146531] random_index: 5765 (32, 10) 5797 epoch: 35334, [Discriminator :: d_loss: 0.722679], [ Generator :: loss: 0.131503] random_index: 1738 (32, 10) 1770 epoch: 35335, 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0.149973] random_index: 9212 (32, 10) 9244 epoch: 35344, [Discriminator :: d_loss: 0.723057], [ Generator :: loss: 0.147495] random_index: 22149 (32, 10) 22181 epoch: 35345, [Discriminator :: d_loss: 0.730507], [ Generator :: loss: 0.143301] random_index: 351 (32, 10) 383 epoch: 35346, [Discriminator :: d_loss: 0.726278], [ Generator :: loss: 0.135444] random_index: 39944 (32, 10) 39976 epoch: 35347, [Discriminator :: d_loss: 0.727780], [ Generator :: loss: 0.132913] random_index: 15780 (32, 10) 15812 epoch: 35348, [Discriminator :: d_loss: 0.723318], [ Generator :: loss: 0.129782] random_index: 1607 (32, 10) 1639 epoch: 35349, [Discriminator :: d_loss: 0.742934], [ Generator :: loss: 0.133956] random_index: 27553 (32, 10) 27585 epoch: 35350, [Discriminator :: d_loss: 0.718120], [ Generator :: loss: 0.141147] random_index: 27551 (32, 10) 27583 epoch: 35351, [Discriminator :: d_loss: 0.728112], [ Generator :: loss: 0.139523] random_index: 18498 (32, 10) 18530 epoch: 35352, 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d_loss: 0.732560], [ Generator :: loss: 0.139615] random_index: 3646 (32, 10) 3678 epoch: 35370, [Discriminator :: d_loss: 0.741869], [ Generator :: loss: 0.134614] random_index: 14444 (32, 10) 14476 epoch: 35371, [Discriminator :: d_loss: 0.732415], [ Generator :: loss: 0.143600] random_index: 30101 (32, 10) 30133 epoch: 35372, [Discriminator :: d_loss: 0.733165], [ Generator :: loss: 0.152616] random_index: 35272 (32, 10) 35304 epoch: 35373, [Discriminator :: d_loss: 0.745599], [ Generator :: loss: 0.160836] random_index: 25459 (32, 10) 25491 epoch: 35374, [Discriminator :: d_loss: 0.734778], [ Generator :: loss: 0.157573] random_index: 28046 (32, 10) 28078 epoch: 35375, [Discriminator :: d_loss: 0.732601], [ Generator :: loss: 0.151239] random_index: 39496 (32, 10) 39528 epoch: 35376, [Discriminator :: d_loss: 0.731719], [ Generator :: loss: 0.148007] random_index: 9024 (32, 10) 9056 epoch: 35377, [Discriminator :: d_loss: 0.737111], [ Generator :: loss: 0.136830] random_index: 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Generator :: loss: 0.146212] random_index: 27458 (32, 10) 27490 epoch: 35695, [Discriminator :: d_loss: 0.722948], [ Generator :: loss: 0.152710] random_index: 34217 (32, 10) 34249 epoch: 35696, [Discriminator :: d_loss: 0.737263], [ Generator :: loss: 0.149745] random_index: 27035 (32, 10) 27067 epoch: 35697, [Discriminator :: d_loss: 0.737795], [ Generator :: loss: 0.147995] random_index: 24202 (32, 10) 24234 epoch: 35698, [Discriminator :: d_loss: 0.733805], [ Generator :: loss: 0.144496] random_index: 2198 (32, 10) 2230 epoch: 35699, [Discriminator :: d_loss: 0.733922], [ Generator :: loss: 0.149376] random_index: 39332 (32, 10) 39364 epoch: 35700, [Discriminator :: d_loss: 0.736602], [ Generator :: loss: 0.142366] random_index: 24806 (32, 10) 24838 epoch: 35701, [Discriminator :: d_loss: 0.727607], [ Generator :: loss: 0.142429] random_index: 37554 (32, 10) 37586 epoch: 35702, [Discriminator :: d_loss: 0.728418], [ Generator :: loss: 0.134760] random_index: 8338 (32, 10) 8370 epoch: 35703, [Discriminator :: d_loss: 0.729609], [ Generator :: loss: 0.127047] random_index: 27757 (32, 10) 27789 epoch: 35704, [Discriminator :: d_loss: 0.730125], [ Generator :: loss: 0.128123] random_index: 5463 (32, 10) 5495 epoch: 35705, [Discriminator :: d_loss: 0.729030], [ Generator :: loss: 0.132080] random_index: 28103 (32, 10) 28135 epoch: 35706, [Discriminator :: d_loss: 0.732679], [ Generator :: loss: 0.137636] random_index: 26862 (32, 10) 26894 epoch: 35707, [Discriminator :: d_loss: 0.733872], [ Generator :: loss: 0.150393] random_index: 36345 (32, 10) 36377 epoch: 35708, [Discriminator :: d_loss: 0.737857], [ Generator :: loss: 0.147448] random_index: 32223 (32, 10) 32255 epoch: 35709, [Discriminator :: d_loss: 0.731554], [ Generator :: loss: 0.151777] random_index: 37796 (32, 10) 37828 epoch: 35710, [Discriminator :: d_loss: 0.732376], [ Generator :: loss: 0.149238] random_index: 37366 (32, 10) 37398 epoch: 35711, [Discriminator :: d_loss: 0.727302], [ Generator :: 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d_loss: 0.729305], [ Generator :: loss: 0.130722] random_index: 33810 (32, 10) 33842 epoch: 35815, [Discriminator :: d_loss: 0.730351], [ Generator :: loss: 0.138865] random_index: 30586 (32, 10) 30618 epoch: 35816, [Discriminator :: d_loss: 0.730930], [ Generator :: loss: 0.147258] random_index: 16668 (32, 10) 16700 epoch: 35817, [Discriminator :: d_loss: 0.729167], [ Generator :: loss: 0.149147] random_index: 27607 (32, 10) 27639 epoch: 35818, [Discriminator :: d_loss: 0.729875], [ Generator :: loss: 0.155021] random_index: 6831 (32, 10) 6863 epoch: 35819, [Discriminator :: d_loss: 0.730585], [ Generator :: loss: 0.141433] random_index: 35710 (32, 10) 35742 epoch: 35820, [Discriminator :: d_loss: 0.730171], [ Generator :: loss: 0.133936] random_index: 39841 (32, 10) 39873 epoch: 35821, [Discriminator :: d_loss: 0.733122], [ Generator :: loss: 0.133671] random_index: 6204 (32, 10) 6236 epoch: 35822, [Discriminator :: d_loss: 0.735093], [ Generator :: loss: 0.126121] random_index: 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0.149795] random_index: 20417 (32, 10) 20449 epoch: 36063, [Discriminator :: d_loss: 0.730421], [ Generator :: loss: 0.152571] random_index: 33987 (32, 10) 34019 epoch: 36064, [Discriminator :: d_loss: 0.731718], [ Generator :: loss: 0.157726] random_index: 35095 (32, 10) 35127 epoch: 36065, [Discriminator :: d_loss: 0.731442], [ Generator :: loss: 0.149440] random_index: 33344 (32, 10) 33376 epoch: 36066, [Discriminator :: d_loss: 0.731003], [ Generator :: loss: 0.140890] random_index: 130 (32, 10) 162 epoch: 36067, [Discriminator :: d_loss: 0.739833], [ Generator :: loss: 0.136740] random_index: 26548 (32, 10) 26580 epoch: 36068, [Discriminator :: d_loss: 0.728451], [ Generator :: loss: 0.131978] random_index: 33707 (32, 10) 33739 epoch: 36069, [Discriminator :: d_loss: 0.732443], [ Generator :: loss: 0.136206] random_index: 18463 (32, 10) 18495 epoch: 36070, [Discriminator :: d_loss: 0.730568], [ Generator :: loss: 0.142189] random_index: 16685 (32, 10) 16717 epoch: 36071, 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:: loss: 0.156400] random_index: 32892 (32, 10) 32924 epoch: 36140, [Discriminator :: d_loss: 0.728873], [ Generator :: loss: 0.162924] random_index: 279 (32, 10) 311 epoch: 36141, [Discriminator :: d_loss: 0.728400], [ Generator :: loss: 0.144879] random_index: 16512 (32, 10) 16544 epoch: 36142, [Discriminator :: d_loss: 0.724140], [ Generator :: loss: 0.139771] random_index: 17200 (32, 10) 17232 epoch: 36143, [Discriminator :: d_loss: 0.732007], [ Generator :: loss: 0.132648] random_index: 33419 (32, 10) 33451 epoch: 36144, [Discriminator :: d_loss: 0.735273], [ Generator :: loss: 0.138291] random_index: 11660 (32, 10) 11692 epoch: 36145, [Discriminator :: d_loss: 0.736343], [ Generator :: loss: 0.139307] random_index: 8833 (32, 10) 8865 epoch: 36146, [Discriminator :: d_loss: 0.734519], [ Generator :: loss: 0.152355] random_index: 5868 (32, 10) 5900 epoch: 36147, [Discriminator :: d_loss: 0.729622], [ Generator :: loss: 0.149302] random_index: 27778 (32, 10) 27810 epoch: 36148, 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d_loss: 0.726762], [ Generator :: loss: 0.134422] random_index: 16550 (32, 10) 16582 epoch: 36841, [Discriminator :: d_loss: 0.722949], [ Generator :: loss: 0.132935] random_index: 24462 (32, 10) 24494 epoch: 36842, [Discriminator :: d_loss: 0.736425], [ Generator :: loss: 0.144371] random_index: 22880 (32, 10) 22912 epoch: 36843, [Discriminator :: d_loss: 0.731004], [ Generator :: loss: 0.145704] random_index: 4770 (32, 10) 4802 epoch: 36844, [Discriminator :: d_loss: 0.735122], [ Generator :: loss: 0.153916] random_index: 14300 (32, 10) 14332 epoch: 36845, [Discriminator :: d_loss: 0.726042], [ Generator :: loss: 0.143425] random_index: 17694 (32, 10) 17726 epoch: 36846, [Discriminator :: d_loss: 0.728676], [ Generator :: loss: 0.132395] random_index: 41683 (32, 10) 41715 epoch: 36847, [Discriminator :: d_loss: 0.730916], [ Generator :: loss: 0.129276] random_index: 249 (32, 10) 281 epoch: 36848, [Discriminator :: d_loss: 0.726478], [ Generator :: loss: 0.126639] random_index: 4435 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epoch: 36866, [Discriminator :: d_loss: 0.734315], [ Generator :: loss: 0.131750] random_index: 37647 (32, 10) 37679 epoch: 36867, [Discriminator :: d_loss: 0.731701], [ Generator :: loss: 0.133166] random_index: 34738 (32, 10) 34770 epoch: 36868, [Discriminator :: d_loss: 0.728551], [ Generator :: loss: 0.133175] random_index: 30574 (32, 10) 30606 epoch: 36869, [Discriminator :: d_loss: 0.729626], [ Generator :: loss: 0.141223] random_index: 780 (32, 10) 812 epoch: 36870, [Discriminator :: d_loss: 0.735131], [ Generator :: loss: 0.150802] random_index: 5124 (32, 10) 5156 epoch: 36871, [Discriminator :: d_loss: 0.728635], [ Generator :: loss: 0.147724] random_index: 17868 (32, 10) 17900 epoch: 36872, [Discriminator :: d_loss: 0.735803], [ Generator :: loss: 0.142559] random_index: 21227 (32, 10) 21259 epoch: 36873, [Discriminator :: d_loss: 0.730028], [ Generator :: loss: 0.138267] random_index: 27703 (32, 10) 27735 epoch: 36874, [Discriminator :: d_loss: 0.738076], [ Generator :: loss: 0.136323] random_index: 38805 (32, 10) 38837 epoch: 36875, [Discriminator :: d_loss: 0.733331], [ Generator :: loss: 0.142985] random_index: 23111 (32, 10) 23143 epoch: 36876, [Discriminator :: d_loss: 0.739276], [ Generator :: loss: 0.137985] random_index: 22612 (32, 10) 22644 epoch: 36877, [Discriminator :: d_loss: 0.737714], [ Generator :: loss: 0.141912] random_index: 8696 (32, 10) 8728 epoch: 36878, [Discriminator :: d_loss: 0.729758], [ Generator :: loss: 0.142290] random_index: 13269 (32, 10) 13301 epoch: 36879, [Discriminator :: d_loss: 0.733486], [ Generator :: loss: 0.136737] random_index: 17609 (32, 10) 17641 epoch: 36880, [Discriminator :: d_loss: 0.737063], [ Generator :: loss: 0.141624] random_index: 22403 (32, 10) 22435 epoch: 36881, [Discriminator :: d_loss: 0.729489], [ Generator :: loss: 0.138751] random_index: 7365 (32, 10) 7397 epoch: 36882, [Discriminator :: d_loss: 0.730403], [ Generator :: loss: 0.143561] random_index: 13254 (32, 10) 13286 epoch: 36883, [Discriminator :: d_loss: 0.727397], [ Generator :: loss: 0.137858] random_index: 22285 (32, 10) 22317 epoch: 36884, [Discriminator :: d_loss: 0.730078], [ Generator :: loss: 0.144643] random_index: 1628 (32, 10) 1660 epoch: 36885, [Discriminator :: d_loss: 0.731036], [ Generator :: loss: 0.143483] random_index: 4786 (32, 10) 4818 epoch: 36886, [Discriminator :: d_loss: 0.733255], [ Generator :: loss: 0.141890] random_index: 4093 (32, 10) 4125 epoch: 36887, [Discriminator :: d_loss: 0.731921], [ Generator :: loss: 0.139592] random_index: 33978 (32, 10) 34010 epoch: 36888, [Discriminator :: d_loss: 0.731938], [ Generator :: loss: 0.138489] random_index: 39929 (32, 10) 39961 epoch: 36889, [Discriminator :: d_loss: 0.733557], [ Generator :: loss: 0.141196] random_index: 10774 (32, 10) 10806 epoch: 36890, [Discriminator :: d_loss: 0.732482], [ Generator :: loss: 0.132642] random_index: 36453 (32, 10) 36485 epoch: 36891, [Discriminator :: d_loss: 0.726208], [ Generator :: loss: 0.131959] random_index: 8225 (32, 10) 8257 epoch: 36892, [Discriminator :: d_loss: 0.729537], [ Generator :: loss: 0.136273] random_index: 1287 (32, 10) 1319 epoch: 36893, [Discriminator :: d_loss: 0.725361], [ Generator :: loss: 0.140878] random_index: 18130 (32, 10) 18162 epoch: 36894, [Discriminator :: d_loss: 0.720658], [ Generator :: loss: 0.144398] random_index: 20329 (32, 10) 20361 epoch: 36895, [Discriminator :: d_loss: 0.725634], [ Generator :: loss: 0.133264] random_index: 20120 (32, 10) 20152 epoch: 36896, [Discriminator :: d_loss: 0.730799], [ Generator :: loss: 0.138915] random_index: 40171 (32, 10) 40203 epoch: 36897, [Discriminator :: d_loss: 0.721834], [ Generator :: loss: 0.141143] random_index: 6184 (32, 10) 6216 epoch: 36898, [Discriminator :: d_loss: 0.725223], [ Generator :: loss: 0.135948] random_index: 33320 (32, 10) 33352 epoch: 36899, [Discriminator :: d_loss: 0.730118], [ Generator :: loss: 0.132340] random_index: 8616 (32, 10) 8648 epoch: 36900, [Discriminator :: d_loss: 0.739203], [ Generator :: loss: 0.135662] random_index: 41119 (32, 10) 41151 epoch: 36901, [Discriminator :: d_loss: 0.730831], [ Generator :: loss: 0.134643] random_index: 35185 (32, 10) 35217 epoch: 36902, [Discriminator :: d_loss: 0.723738], [ Generator :: loss: 0.138683] random_index: 17862 (32, 10) 17894 epoch: 36903, [Discriminator :: d_loss: 0.733522], [ Generator :: loss: 0.140419] random_index: 12330 (32, 10) 12362 epoch: 36904, [Discriminator :: d_loss: 0.723494], [ Generator :: loss: 0.147362] random_index: 13804 (32, 10) 13836 epoch: 36905, [Discriminator :: d_loss: 0.726752], [ Generator :: loss: 0.141007] random_index: 8262 (32, 10) 8294 epoch: 36906, [Discriminator :: d_loss: 0.724495], [ Generator :: loss: 0.149047] random_index: 29344 (32, 10) 29376 epoch: 36907, [Discriminator :: d_loss: 0.726378], [ Generator :: loss: 0.143051] random_index: 893 (32, 10) 925 epoch: 36908, [Discriminator :: d_loss: 0.730411], [ Generator :: loss: 0.137155] random_index: 28580 (32, 10) 28612 epoch: 36909, [Discriminator :: d_loss: 0.727505], [ Generator :: loss: 0.144037] random_index: 1516 (32, 10) 1548 epoch: 36910, [Discriminator :: d_loss: 0.731884], [ Generator :: loss: 0.141722] random_index: 34990 (32, 10) 35022 epoch: 36911, [Discriminator :: d_loss: 0.730177], [ Generator :: loss: 0.140693] random_index: 33158 (32, 10) 33190 epoch: 36912, [Discriminator :: d_loss: 0.726608], [ Generator :: loss: 0.137844] random_index: 34235 (32, 10) 34267 epoch: 36913, [Discriminator :: d_loss: 0.723713], [ Generator :: loss: 0.145201] random_index: 38979 (32, 10) 39011 epoch: 36914, [Discriminator :: d_loss: 0.728030], [ Generator :: loss: 0.143153] random_index: 38162 (32, 10) 38194 epoch: 36915, [Discriminator :: d_loss: 0.737325], [ Generator :: loss: 0.142279] random_index: 22300 (32, 10) 22332 epoch: 36916, [Discriminator :: d_loss: 0.732220], [ Generator :: loss: 0.149510] random_index: 14579 (32, 10) 14611 epoch: 36917, [Discriminator :: d_loss: 0.728277], 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epoch: 36926, [Discriminator :: d_loss: 0.727925], [ Generator :: loss: 0.161867] random_index: 39204 (32, 10) 39236 epoch: 36927, [Discriminator :: d_loss: 0.732023], [ Generator :: loss: 0.152101] random_index: 16085 (32, 10) 16117 epoch: 36928, [Discriminator :: d_loss: 0.735772], [ Generator :: loss: 0.143101] random_index: 13238 (32, 10) 13270 epoch: 36929, [Discriminator :: d_loss: 0.722395], [ Generator :: loss: 0.134612] random_index: 40806 (32, 10) 40838 epoch: 36930, [Discriminator :: d_loss: 0.720570], [ Generator :: loss: 0.126740] random_index: 40575 (32, 10) 40607 epoch: 36931, [Discriminator :: d_loss: 0.719968], [ Generator :: loss: 0.126581] random_index: 15952 (32, 10) 15984 epoch: 36932, [Discriminator :: d_loss: 0.729327], [ Generator :: loss: 0.131714] random_index: 33384 (32, 10) 33416 epoch: 36933, [Discriminator :: d_loss: 0.735028], [ Generator :: loss: 0.144877] random_index: 36174 (32, 10) 36206 epoch: 36934, [Discriminator :: d_loss: 0.725336], [ Generator :: loss: 0.152894] random_index: 6924 (32, 10) 6956 epoch: 36935, [Discriminator :: d_loss: 0.725869], [ Generator :: loss: 0.152707] random_index: 5540 (32, 10) 5572 epoch: 36936, [Discriminator :: d_loss: 0.731970], [ Generator :: loss: 0.138349] random_index: 12894 (32, 10) 12926 epoch: 36937, [Discriminator :: d_loss: 0.737971], [ Generator :: loss: 0.140212] random_index: 11924 (32, 10) 11956 epoch: 36938, [Discriminator :: d_loss: 0.726425], [ Generator :: loss: 0.132763] random_index: 40523 (32, 10) 40555 epoch: 36939, [Discriminator :: d_loss: 0.740269], [ Generator :: loss: 0.151146] random_index: 5570 (32, 10) 5602 epoch: 36940, [Discriminator :: d_loss: 0.726233], [ Generator :: loss: 0.143381] random_index: 35050 (32, 10) 35082 epoch: 36941, [Discriminator :: d_loss: 0.724774], [ Generator :: loss: 0.147626] random_index: 31744 (32, 10) 31776 epoch: 36942, [Discriminator :: d_loss: 0.729962], [ Generator :: loss: 0.141372] random_index: 1702 (32, 10) 1734 epoch: 36943, [Discriminator :: d_loss: 0.731223], [ Generator :: loss: 0.133191] random_index: 25601 (32, 10) 25633 epoch: 36944, [Discriminator :: d_loss: 0.736918], [ Generator :: loss: 0.137539] random_index: 10816 (32, 10) 10848 epoch: 36945, [Discriminator :: d_loss: 0.735044], [ Generator :: loss: 0.139431] random_index: 17641 (32, 10) 17673 epoch: 36946, [Discriminator :: d_loss: 0.732044], [ Generator :: loss: 0.141005] random_index: 9399 (32, 10) 9431 epoch: 36947, [Discriminator :: d_loss: 0.735154], [ Generator :: loss: 0.151262] random_index: 15281 (32, 10) 15313 epoch: 36948, [Discriminator :: d_loss: 0.723865], [ Generator :: loss: 0.154552] random_index: 17983 (32, 10) 18015 epoch: 36949, [Discriminator :: d_loss: 0.736840], [ Generator :: loss: 0.150303] random_index: 24216 (32, 10) 24248 epoch: 36950, [Discriminator :: d_loss: 0.728649], [ Generator :: loss: 0.145754] random_index: 13065 (32, 10) 13097 epoch: 36951, [Discriminator :: d_loss: 0.733658], [ Generator :: loss: 0.141803] random_index: 5626 (32, 10) 5658 epoch: 36952, [Discriminator :: d_loss: 0.724306], [ Generator :: loss: 0.135418] random_index: 16317 (32, 10) 16349 epoch: 36953, [Discriminator :: d_loss: 0.723766], [ Generator :: loss: 0.132188] random_index: 13929 (32, 10) 13961 epoch: 36954, [Discriminator :: d_loss: 0.735883], [ Generator :: loss: 0.138653] random_index: 20927 (32, 10) 20959 epoch: 36955, [Discriminator :: d_loss: 0.733917], [ Generator :: loss: 0.144358] random_index: 18211 (32, 10) 18243 epoch: 36956, [Discriminator :: d_loss: 0.727781], [ Generator :: loss: 0.151463] random_index: 9024 (32, 10) 9056 epoch: 36957, [Discriminator :: d_loss: 0.733063], [ Generator :: loss: 0.156016] random_index: 12301 (32, 10) 12333 epoch: 36958, [Discriminator :: d_loss: 0.732036], [ Generator :: loss: 0.144289] random_index: 7112 (32, 10) 7144 epoch: 36959, [Discriminator :: d_loss: 0.732389], [ Generator :: loss: 0.141344] random_index: 37669 (32, 10) 37701 epoch: 36960, 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0.730791], [ Generator :: loss: 0.142371] random_index: 33521 (32, 10) 33553 epoch: 36978, [Discriminator :: d_loss: 0.722954], [ Generator :: loss: 0.146841] random_index: 12847 (32, 10) 12879 epoch: 36979, [Discriminator :: d_loss: 0.723667], [ Generator :: loss: 0.131895] random_index: 25039 (32, 10) 25071 epoch: 36980, [Discriminator :: d_loss: 0.731992], [ Generator :: loss: 0.133313] random_index: 22970 (32, 10) 23002 epoch: 36981, [Discriminator :: d_loss: 0.733063], [ Generator :: loss: 0.139571] random_index: 26697 (32, 10) 26729 epoch: 36982, [Discriminator :: d_loss: 0.728726], [ Generator :: loss: 0.137820] random_index: 4088 (32, 10) 4120 epoch: 36983, [Discriminator :: d_loss: 0.722898], [ Generator :: loss: 0.138656] random_index: 8659 (32, 10) 8691 epoch: 36984, [Discriminator :: d_loss: 0.725746], [ Generator :: loss: 0.148362] random_index: 12234 (32, 10) 12266 epoch: 36985, [Discriminator :: d_loss: 0.729012], [ Generator :: loss: 0.149441] random_index: 38010 (32, 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Generator :: loss: 0.138282] random_index: 24725 (32, 10) 24757 epoch: 36995, [Discriminator :: d_loss: 0.728349], [ Generator :: loss: 0.140314] random_index: 8058 (32, 10) 8090 epoch: 36996, [Discriminator :: d_loss: 0.731408], [ Generator :: loss: 0.136930] random_index: 2811 (32, 10) 2843 epoch: 36997, [Discriminator :: d_loss: 0.731280], [ Generator :: loss: 0.140365] random_index: 12817 (32, 10) 12849 epoch: 36998, [Discriminator :: d_loss: 0.729595], [ Generator :: loss: 0.147180] random_index: 25952 (32, 10) 25984 epoch: 36999, [Discriminator :: d_loss: 0.733690], [ Generator :: loss: 0.140254] random_index: 16498 (32, 10) 16530 epoch: 37000, [Discriminator :: d_loss: 0.731839], [ Generator :: loss: 0.141817] random_index: 26205 (32, 10) 26237 epoch: 37001, [Discriminator :: d_loss: 0.732486], [ Generator :: loss: 0.136120] random_index: 31460 (32, 10) 31492 epoch: 37002, [Discriminator :: d_loss: 0.733443], [ Generator :: loss: 0.138775] random_index: 2246 (32, 10) 2278 epoch: 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Generator :: loss: 0.152143] random_index: 27028 (32, 10) 27060 epoch: 37072, [Discriminator :: d_loss: 0.735006], [ Generator :: loss: 0.142778] random_index: 20193 (32, 10) 20225 epoch: 37073, [Discriminator :: d_loss: 0.729312], [ Generator :: loss: 0.146134] random_index: 28599 (32, 10) 28631 epoch: 37074, [Discriminator :: d_loss: 0.727952], [ Generator :: loss: 0.136496] random_index: 8928 (32, 10) 8960 epoch: 37075, [Discriminator :: d_loss: 0.723863], [ Generator :: loss: 0.137894] random_index: 22625 (32, 10) 22657 epoch: 37076, [Discriminator :: d_loss: 0.731891], [ Generator :: loss: 0.130213] random_index: 25628 (32, 10) 25660 epoch: 37077, [Discriminator :: d_loss: 0.742707], [ Generator :: loss: 0.134739] random_index: 32019 (32, 10) 32051 epoch: 37078, [Discriminator :: d_loss: 0.734339], [ Generator :: loss: 0.148558] random_index: 2213 (32, 10) 2245 epoch: 37079, [Discriminator :: d_loss: 0.728678], [ Generator :: loss: 0.144580] random_index: 39495 (32, 10) 39527 epoch: 37080, [Discriminator :: d_loss: 0.734206], [ Generator :: loss: 0.140861] random_index: 7061 (32, 10) 7093 epoch: 37081, [Discriminator :: d_loss: 0.727586], [ Generator :: loss: 0.142194] random_index: 2934 (32, 10) 2966 epoch: 37082, [Discriminator :: d_loss: 0.728583], [ Generator :: loss: 0.136019] random_index: 38932 (32, 10) 38964 epoch: 37083, [Discriminator :: d_loss: 0.738738], [ Generator :: loss: 0.145683] random_index: 12740 (32, 10) 12772 epoch: 37084, [Discriminator :: d_loss: 0.734830], [ Generator :: loss: 0.145867] random_index: 1209 (32, 10) 1241 epoch: 37085, [Discriminator :: d_loss: 0.733726], [ Generator :: loss: 0.141279] random_index: 1570 (32, 10) 1602 epoch: 37086, [Discriminator :: d_loss: 0.732308], [ Generator :: loss: 0.149310] random_index: 26292 (32, 10) 26324 epoch: 37087, [Discriminator :: d_loss: 0.728454], [ Generator :: loss: 0.137856] random_index: 5985 (32, 10) 6017 epoch: 37088, [Discriminator :: d_loss: 0.726953], [ Generator :: loss: 0.136902] random_index: 12859 (32, 10) 12891 epoch: 37089, [Discriminator :: d_loss: 0.727335], [ Generator :: loss: 0.136185] random_index: 19483 (32, 10) 19515 epoch: 37090, [Discriminator :: d_loss: 0.735585], [ Generator :: loss: 0.138951] random_index: 2583 (32, 10) 2615 epoch: 37091, [Discriminator :: d_loss: 0.739459], [ Generator :: loss: 0.141949] random_index: 2218 (32, 10) 2250 epoch: 37092, [Discriminator :: d_loss: 0.725282], [ Generator :: loss: 0.151399] random_index: 37052 (32, 10) 37084 epoch: 37093, [Discriminator :: d_loss: 0.733949], [ Generator :: loss: 0.157429] random_index: 36396 (32, 10) 36428 epoch: 37094, [Discriminator :: d_loss: 0.734516], [ Generator :: loss: 0.147745] random_index: 8020 (32, 10) 8052 epoch: 37095, [Discriminator :: d_loss: 0.722953], [ Generator :: loss: 0.144351] random_index: 5510 (32, 10) 5542 epoch: 37096, [Discriminator :: d_loss: 0.729393], [ Generator :: loss: 0.138086] random_index: 12378 (32, 10) 12410 epoch: 37097, 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random_index: 555 (32, 10) 587 epoch: 37106, [Discriminator :: d_loss: 0.715098], [ Generator :: loss: 0.122315] random_index: 27188 (32, 10) 27220 epoch: 37107, [Discriminator :: d_loss: 0.736029], [ Generator :: loss: 0.131086] random_index: 4300 (32, 10) 4332 epoch: 37108, [Discriminator :: d_loss: 0.728612], [ Generator :: loss: 0.143131] random_index: 11220 (32, 10) 11252 epoch: 37109, [Discriminator :: d_loss: 0.731769], [ Generator :: loss: 0.157155] random_index: 20582 (32, 10) 20614 epoch: 37110, [Discriminator :: d_loss: 0.725500], [ Generator :: loss: 0.161530] random_index: 12140 (32, 10) 12172 epoch: 37111, [Discriminator :: d_loss: 0.736192], [ Generator :: loss: 0.144816] random_index: 3512 (32, 10) 3544 epoch: 37112, [Discriminator :: d_loss: 0.729438], [ Generator :: loss: 0.138979] random_index: 40211 (32, 10) 40243 epoch: 37113, [Discriminator :: d_loss: 0.724217], [ Generator :: loss: 0.135212] random_index: 39088 (32, 10) 39120 epoch: 37114, [Discriminator :: 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:: loss: 0.134044] random_index: 21971 (32, 10) 22003 epoch: 37132, [Discriminator :: d_loss: 0.728052], [ Generator :: loss: 0.126814] random_index: 18097 (32, 10) 18129 epoch: 37133, [Discriminator :: d_loss: 0.733284], [ Generator :: loss: 0.132644] random_index: 7458 (32, 10) 7490 epoch: 37134, [Discriminator :: d_loss: 0.741906], [ Generator :: loss: 0.143918] random_index: 20214 (32, 10) 20246 epoch: 37135, [Discriminator :: d_loss: 0.728095], [ Generator :: loss: 0.151257] random_index: 3721 (32, 10) 3753 epoch: 37136, [Discriminator :: d_loss: 0.734437], [ Generator :: loss: 0.156498] random_index: 39761 (32, 10) 39793 epoch: 37137, [Discriminator :: d_loss: 0.735636], [ Generator :: loss: 0.149466] random_index: 38458 (32, 10) 38490 epoch: 37138, [Discriminator :: d_loss: 0.727538], [ Generator :: loss: 0.142437] random_index: 53 (32, 10) 85 epoch: 37139, [Discriminator :: d_loss: 0.722915], [ Generator :: loss: 0.126759] random_index: 28675 (32, 10) 28707 epoch: 37140, 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[Discriminator :: d_loss: 0.737259], [ Generator :: loss: 0.138717] random_index: 35597 (32, 10) 35629 epoch: 37218, [Discriminator :: d_loss: 0.735095], [ Generator :: loss: 0.139168] random_index: 27811 (32, 10) 27843 epoch: 37219, [Discriminator :: d_loss: 0.725370], [ Generator :: loss: 0.144975] random_index: 13923 (32, 10) 13955 epoch: 37220, [Discriminator :: d_loss: 0.733060], [ Generator :: loss: 0.152661] random_index: 26698 (32, 10) 26730 epoch: 37221, [Discriminator :: d_loss: 0.730454], [ Generator :: loss: 0.145621] random_index: 13150 (32, 10) 13182 epoch: 37222, [Discriminator :: d_loss: 0.730778], [ Generator :: loss: 0.146758] random_index: 18252 (32, 10) 18284 epoch: 37223, [Discriminator :: d_loss: 0.735628], [ Generator :: loss: 0.134476] random_index: 20605 (32, 10) 20637 epoch: 37224, [Discriminator :: d_loss: 0.735334], [ Generator :: loss: 0.133532] random_index: 35141 (32, 10) 35173 epoch: 37225, [Discriminator :: d_loss: 0.727443], [ Generator :: loss: 0.128861] random_index: 7852 (32, 10) 7884 epoch: 37226, [Discriminator :: d_loss: 0.737999], [ Generator :: loss: 0.135365] random_index: 37349 (32, 10) 37381 epoch: 37227, [Discriminator :: d_loss: 0.730909], [ Generator :: loss: 0.130725] random_index: 10008 (32, 10) 10040 epoch: 37228, [Discriminator :: d_loss: 0.738162], [ Generator :: loss: 0.145143] random_index: 9977 (32, 10) 10009 epoch: 37229, [Discriminator :: d_loss: 0.731788], [ Generator :: loss: 0.154261] random_index: 4656 (32, 10) 4688 epoch: 37230, [Discriminator :: d_loss: 0.739247], [ Generator :: loss: 0.152000] random_index: 11927 (32, 10) 11959 epoch: 37231, [Discriminator :: d_loss: 0.735246], [ Generator :: loss: 0.145869] random_index: 37348 (32, 10) 37380 epoch: 37232, [Discriminator :: d_loss: 0.730107], [ Generator :: loss: 0.136692] random_index: 11104 (32, 10) 11136 epoch: 37233, [Discriminator :: d_loss: 0.730257], [ Generator :: loss: 0.124378] random_index: 34407 (32, 10) 34439 epoch: 37234, 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d_loss: 0.731209], [ Generator :: loss: 0.133339] random_index: 28140 (32, 10) 28172 epoch: 37252, [Discriminator :: d_loss: 0.732995], [ Generator :: loss: 0.129201] random_index: 37921 (32, 10) 37953 epoch: 37253, [Discriminator :: d_loss: 0.726175], [ Generator :: loss: 0.127068] random_index: 21075 (32, 10) 21107 epoch: 37254, [Discriminator :: d_loss: 0.730411], [ Generator :: loss: 0.134632] random_index: 11213 (32, 10) 11245 epoch: 37255, [Discriminator :: d_loss: 0.728176], [ Generator :: loss: 0.149895] random_index: 15302 (32, 10) 15334 epoch: 37256, [Discriminator :: d_loss: 0.729594], [ Generator :: loss: 0.149949] random_index: 7428 (32, 10) 7460 epoch: 37257, [Discriminator :: d_loss: 0.729973], [ Generator :: loss: 0.150423] random_index: 35427 (32, 10) 35459 epoch: 37258, [Discriminator :: d_loss: 0.733906], [ Generator :: loss: 0.152733] random_index: 36384 (32, 10) 36416 epoch: 37259, [Discriminator :: d_loss: 0.731138], [ Generator :: loss: 0.141143] random_index: 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Generator :: loss: 0.143283] random_index: 33385 (32, 10) 33417 epoch: 37269, [Discriminator :: d_loss: 0.728739], [ Generator :: loss: 0.132259] random_index: 32227 (32, 10) 32259 epoch: 37270, [Discriminator :: d_loss: 0.729401], [ Generator :: loss: 0.130810] random_index: 36956 (32, 10) 36988 epoch: 37271, [Discriminator :: d_loss: 0.728247], [ Generator :: loss: 0.131196] random_index: 19154 (32, 10) 19186 epoch: 37272, [Discriminator :: d_loss: 0.735285], [ Generator :: loss: 0.143108] random_index: 29013 (32, 10) 29045 epoch: 37273, [Discriminator :: d_loss: 0.727306], [ Generator :: loss: 0.145314] random_index: 27625 (32, 10) 27657 epoch: 37274, [Discriminator :: d_loss: 0.721341], [ Generator :: loss: 0.151101] random_index: 15282 (32, 10) 15314 epoch: 37275, [Discriminator :: d_loss: 0.717363], [ Generator :: loss: 0.151965] random_index: 40706 (32, 10) 40738 epoch: 37276, [Discriminator :: d_loss: 0.725838], [ Generator :: loss: 0.147746] random_index: 8946 (32, 10) 8978 epoch: 37277, [Discriminator :: d_loss: 0.723325], [ Generator :: loss: 0.139309] random_index: 13184 (32, 10) 13216 epoch: 37278, [Discriminator :: d_loss: 0.727477], [ Generator :: loss: 0.131468] random_index: 37498 (32, 10) 37530 epoch: 37279, [Discriminator :: d_loss: 0.727268], [ Generator :: loss: 0.132974] random_index: 19568 (32, 10) 19600 epoch: 37280, [Discriminator :: d_loss: 0.728301], [ Generator :: loss: 0.137994] random_index: 37367 (32, 10) 37399 epoch: 37281, [Discriminator :: d_loss: 0.729897], [ Generator :: loss: 0.151485] random_index: 29051 (32, 10) 29083 epoch: 37282, [Discriminator :: d_loss: 0.721417], [ Generator :: loss: 0.159629] random_index: 32721 (32, 10) 32753 epoch: 37283, [Discriminator :: d_loss: 0.726310], [ Generator :: loss: 0.148322] random_index: 30198 (32, 10) 30230 epoch: 37284, [Discriminator :: d_loss: 0.720442], [ Generator :: loss: 0.136780] random_index: 31695 (32, 10) 31727 epoch: 37285, [Discriminator :: d_loss: 0.727967], [ Generator :: loss: 0.129784] random_index: 15270 (32, 10) 15302 epoch: 37286, [Discriminator :: d_loss: 0.718263], [ Generator :: loss: 0.123297] random_index: 11238 (32, 10) 11270 epoch: 37287, [Discriminator :: d_loss: 0.726803], [ Generator :: loss: 0.135757] random_index: 36095 (32, 10) 36127 epoch: 37288, [Discriminator :: d_loss: 0.720048], [ Generator :: loss: 0.136862] random_index: 8511 (32, 10) 8543 epoch: 37289, [Discriminator :: d_loss: 0.731348], [ Generator :: loss: 0.148529] random_index: 3438 (32, 10) 3470 epoch: 37290, [Discriminator :: d_loss: 0.729445], [ Generator :: loss: 0.146306] random_index: 3183 (32, 10) 3215 epoch: 37291, [Discriminator :: d_loss: 0.728834], [ Generator :: loss: 0.149749] random_index: 3985 (32, 10) 4017 epoch: 37292, [Discriminator :: d_loss: 0.727830], [ Generator :: loss: 0.144247] random_index: 26129 (32, 10) 26161 epoch: 37293, [Discriminator :: d_loss: 0.723573], [ Generator :: loss: 0.137547] random_index: 30438 (32, 10) 30470 epoch: 37294, 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0.726997], [ Generator :: loss: 0.136449] random_index: 23294 (32, 10) 23326 epoch: 37312, [Discriminator :: d_loss: 0.740685], [ Generator :: loss: 0.142953] random_index: 13130 (32, 10) 13162 epoch: 37313, [Discriminator :: d_loss: 0.723514], [ Generator :: loss: 0.140921] random_index: 9113 (32, 10) 9145 epoch: 37314, [Discriminator :: d_loss: 0.726904], [ Generator :: loss: 0.139290] random_index: 4661 (32, 10) 4693 epoch: 37315, [Discriminator :: d_loss: 0.735875], [ Generator :: loss: 0.137360] random_index: 39970 (32, 10) 40002 epoch: 37316, [Discriminator :: d_loss: 0.735445], [ Generator :: loss: 0.132897] random_index: 32569 (32, 10) 32601 epoch: 37317, [Discriminator :: d_loss: 0.736517], [ Generator :: loss: 0.129589] random_index: 18148 (32, 10) 18180 epoch: 37318, [Discriminator :: d_loss: 0.727422], [ Generator :: loss: 0.137719] random_index: 20247 (32, 10) 20279 epoch: 37319, [Discriminator :: d_loss: 0.722511], [ Generator :: loss: 0.146043] random_index: 20384 (32, 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Generator :: loss: 0.151350] random_index: 19320 (32, 10) 19352 epoch: 37329, [Discriminator :: d_loss: 0.736411], [ Generator :: loss: 0.147815] random_index: 23510 (32, 10) 23542 epoch: 37330, [Discriminator :: d_loss: 0.738883], [ Generator :: loss: 0.155521] random_index: 5312 (32, 10) 5344 epoch: 37331, [Discriminator :: d_loss: 0.730872], [ Generator :: loss: 0.159095] random_index: 34014 (32, 10) 34046 epoch: 37332, [Discriminator :: d_loss: 0.729565], [ Generator :: loss: 0.150472] random_index: 1289 (32, 10) 1321 epoch: 37333, [Discriminator :: d_loss: 0.725669], [ Generator :: loss: 0.138959] random_index: 15435 (32, 10) 15467 epoch: 37334, [Discriminator :: d_loss: 0.738299], [ Generator :: loss: 0.128998] random_index: 36257 (32, 10) 36289 epoch: 37335, [Discriminator :: d_loss: 0.724569], [ Generator :: loss: 0.132888] random_index: 847 (32, 10) 879 epoch: 37336, [Discriminator :: d_loss: 0.727061], [ Generator :: loss: 0.133603] random_index: 22223 (32, 10) 22255 epoch: 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0.129762] random_index: 34341 (32, 10) 34373 epoch: 37346, [Discriminator :: d_loss: 0.725012], [ Generator :: loss: 0.134011] random_index: 1314 (32, 10) 1346 epoch: 37347, [Discriminator :: d_loss: 0.722555], [ Generator :: loss: 0.137154] random_index: 17121 (32, 10) 17153 epoch: 37348, [Discriminator :: d_loss: 0.731658], [ Generator :: loss: 0.143864] random_index: 36245 (32, 10) 36277 epoch: 37349, [Discriminator :: d_loss: 0.726604], [ Generator :: loss: 0.150511] random_index: 342 (32, 10) 374 epoch: 37350, [Discriminator :: d_loss: 0.727002], [ Generator :: loss: 0.154521] random_index: 37995 (32, 10) 38027 epoch: 37351, [Discriminator :: d_loss: 0.723523], [ Generator :: loss: 0.149465] random_index: 7742 (32, 10) 7774 epoch: 37352, [Discriminator :: d_loss: 0.730543], [ Generator :: loss: 0.141347] random_index: 26443 (32, 10) 26475 epoch: 37353, [Discriminator :: d_loss: 0.723369], [ Generator :: loss: 0.127166] random_index: 15096 (32, 10) 15128 epoch: 37354, [Discriminator :: d_loss: 0.734085], [ Generator :: loss: 0.121797] random_index: 345 (32, 10) 377 epoch: 37355, [Discriminator :: d_loss: 0.722970], [ Generator :: loss: 0.129279] random_index: 18809 (32, 10) 18841 epoch: 37356, [Discriminator :: d_loss: 0.716620], [ Generator :: loss: 0.144778] random_index: 19137 (32, 10) 19169 epoch: 37357, [Discriminator :: d_loss: 0.721940], [ Generator :: loss: 0.144958] random_index: 2970 (32, 10) 3002 epoch: 37358, [Discriminator :: d_loss: 0.730997], [ Generator :: loss: 0.147034] random_index: 26560 (32, 10) 26592 epoch: 37359, [Discriminator :: d_loss: 0.734242], [ Generator :: loss: 0.158751] random_index: 25579 (32, 10) 25611 epoch: 37360, [Discriminator :: d_loss: 0.729940], [ Generator :: loss: 0.156511] random_index: 7443 (32, 10) 7475 epoch: 37361, [Discriminator :: d_loss: 0.735446], [ Generator :: loss: 0.154081] random_index: 18321 (32, 10) 18353 epoch: 37362, [Discriminator :: d_loss: 0.725155], [ Generator :: loss: 0.149484] random_index: 2692 (32, 10) 2724 epoch: 37363, [Discriminator :: d_loss: 0.724350], [ Generator :: loss: 0.137459] random_index: 41296 (32, 10) 41328 epoch: 37364, [Discriminator :: d_loss: 0.732375], [ Generator :: loss: 0.132565] random_index: 15361 (32, 10) 15393 epoch: 37365, [Discriminator :: d_loss: 0.729516], [ Generator :: loss: 0.140142] random_index: 17101 (32, 10) 17133 epoch: 37366, [Discriminator :: d_loss: 0.725166], [ Generator :: loss: 0.145649] random_index: 16776 (32, 10) 16808 epoch: 37367, [Discriminator :: d_loss: 0.715363], [ Generator :: loss: 0.133251] random_index: 20377 (32, 10) 20409 epoch: 37368, [Discriminator :: d_loss: 0.722167], [ Generator :: loss: 0.143351] random_index: 32483 (32, 10) 32515 epoch: 37369, [Discriminator :: d_loss: 0.729122], [ Generator :: loss: 0.141895] random_index: 22915 (32, 10) 22947 epoch: 37370, [Discriminator :: d_loss: 0.718502], [ Generator :: loss: 0.144128] random_index: 23522 (32, 10) 23554 epoch: 37371, [Discriminator :: d_loss: 0.732010], [ Generator :: loss: 0.136748] random_index: 4493 (32, 10) 4525 epoch: 37372, [Discriminator :: d_loss: 0.731556], [ Generator :: loss: 0.140576] random_index: 40307 (32, 10) 40339 epoch: 37373, [Discriminator :: d_loss: 0.727749], [ Generator :: loss: 0.151712] random_index: 18673 (32, 10) 18705 epoch: 37374, [Discriminator :: d_loss: 0.727734], [ Generator :: loss: 0.153705] random_index: 23248 (32, 10) 23280 epoch: 37375, [Discriminator :: d_loss: 0.731187], [ Generator :: loss: 0.155471] random_index: 4164 (32, 10) 4196 epoch: 37376, [Discriminator :: d_loss: 0.736513], [ Generator :: loss: 0.151688] random_index: 27100 (32, 10) 27132 epoch: 37377, [Discriminator :: d_loss: 0.723250], [ Generator :: loss: 0.146572] random_index: 18490 (32, 10) 18522 epoch: 37378, [Discriminator :: d_loss: 0.731341], [ Generator :: loss: 0.143240] random_index: 7302 (32, 10) 7334 epoch: 37379, [Discriminator :: d_loss: 0.731816], [ Generator :: loss: 0.135759] random_index: 12373 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epoch: 37397, [Discriminator :: d_loss: 0.730884], [ Generator :: loss: 0.142924] random_index: 10024 (32, 10) 10056 epoch: 37398, [Discriminator :: d_loss: 0.729148], [ Generator :: loss: 0.138808] random_index: 13453 (32, 10) 13485 epoch: 37399, [Discriminator :: d_loss: 0.743673], [ Generator :: loss: 0.136574] random_index: 19553 (32, 10) 19585 epoch: 37400, [Discriminator :: d_loss: 0.734782], [ Generator :: loss: 0.135856] random_index: 1727 (32, 10) 1759 epoch: 37401, [Discriminator :: d_loss: 0.730475], [ Generator :: loss: 0.150403] random_index: 32248 (32, 10) 32280 epoch: 37402, [Discriminator :: d_loss: 0.730411], [ Generator :: loss: 0.147954] random_index: 30810 (32, 10) 30842 epoch: 37403, [Discriminator :: d_loss: 0.730363], [ Generator :: loss: 0.149019] random_index: 34353 (32, 10) 34385 epoch: 37404, [Discriminator :: d_loss: 0.738024], [ Generator :: loss: 0.139062] random_index: 33152 (32, 10) 33184 epoch: 37405, [Discriminator :: d_loss: 0.742113], [ Generator :: loss: 0.147809] random_index: 36880 (32, 10) 36912 epoch: 37406, [Discriminator :: d_loss: 0.731543], [ Generator :: loss: 0.135405] random_index: 3855 (32, 10) 3887 epoch: 37407, [Discriminator :: d_loss: 0.721274], [ Generator :: loss: 0.134391] random_index: 258 (32, 10) 290 epoch: 37408, [Discriminator :: d_loss: 0.737103], [ Generator :: loss: 0.136643] random_index: 27852 (32, 10) 27884 epoch: 37409, [Discriminator :: d_loss: 0.731461], [ Generator :: loss: 0.138685] random_index: 28624 (32, 10) 28656 epoch: 37410, [Discriminator :: d_loss: 0.736970], [ Generator :: loss: 0.141401] random_index: 13821 (32, 10) 13853 epoch: 37411, [Discriminator :: d_loss: 0.728846], [ Generator :: loss: 0.141426] random_index: 33501 (32, 10) 33533 epoch: 37412, [Discriminator :: d_loss: 0.739835], [ Generator :: loss: 0.147024] random_index: 31836 (32, 10) 31868 epoch: 37413, [Discriminator :: d_loss: 0.727898], [ Generator :: loss: 0.146587] random_index: 2243 (32, 10) 2275 epoch: 37414, [Discriminator :: d_loss: 0.730291], [ Generator :: loss: 0.142347] random_index: 17387 (32, 10) 17419 epoch: 37415, [Discriminator :: d_loss: 0.736295], [ Generator :: loss: 0.147505] random_index: 34967 (32, 10) 34999 epoch: 37416, [Discriminator :: d_loss: 0.729660], [ Generator :: loss: 0.149158] random_index: 38560 (32, 10) 38592 epoch: 37417, [Discriminator :: d_loss: 0.726229], [ Generator :: loss: 0.139491] random_index: 23761 (32, 10) 23793 epoch: 37418, [Discriminator :: d_loss: 0.730363], [ Generator :: loss: 0.145190] random_index: 20580 (32, 10) 20612 epoch: 37419, [Discriminator :: d_loss: 0.729113], [ Generator :: loss: 0.137060] random_index: 6038 (32, 10) 6070 epoch: 37420, [Discriminator :: d_loss: 0.726161], [ Generator :: loss: 0.137552] random_index: 25563 (32, 10) 25595 epoch: 37421, [Discriminator :: d_loss: 0.740016], [ Generator :: loss: 0.136693] random_index: 31183 (32, 10) 31215 epoch: 37422, [Discriminator :: d_loss: 0.736009], [ Generator :: loss: 0.140527] random_index: 761 (32, 10) 793 epoch: 37423, [Discriminator :: d_loss: 0.729262], [ Generator :: loss: 0.141662] random_index: 23484 (32, 10) 23516 epoch: 37424, [Discriminator :: d_loss: 0.737204], [ Generator :: loss: 0.137885] random_index: 29192 (32, 10) 29224 epoch: 37425, [Discriminator :: d_loss: 0.731394], [ Generator :: loss: 0.123122] random_index: 5934 (32, 10) 5966 epoch: 37426, [Discriminator :: d_loss: 0.730072], [ Generator :: loss: 0.129232] random_index: 24509 (32, 10) 24541 epoch: 37427, [Discriminator :: d_loss: 0.735006], [ Generator :: loss: 0.125413] random_index: 33303 (32, 10) 33335 epoch: 37428, [Discriminator :: d_loss: 0.732291], [ Generator :: loss: 0.135440] random_index: 4780 (32, 10) 4812 epoch: 37429, [Discriminator :: d_loss: 0.739334], [ Generator :: loss: 0.143874] random_index: 1252 (32, 10) 1284 epoch: 37430, [Discriminator :: d_loss: 0.732176], [ Generator :: loss: 0.147665] random_index: 9720 (32, 10) 9752 epoch: 37431, [Discriminator :: d_loss: 0.737856], [ Generator :: loss: 0.154502] random_index: 36577 (32, 10) 36609 epoch: 37432, [Discriminator :: d_loss: 0.733008], [ Generator :: loss: 0.144217] random_index: 5440 (32, 10) 5472 epoch: 37433, [Discriminator :: d_loss: 0.739967], [ Generator :: loss: 0.139672] random_index: 36637 (32, 10) 36669 epoch: 37434, [Discriminator :: d_loss: 0.733297], [ Generator :: loss: 0.140705] random_index: 41435 (32, 10) 41467 epoch: 37435, [Discriminator :: d_loss: 0.724785], [ Generator :: loss: 0.134783] random_index: 17173 (32, 10) 17205 epoch: 37436, [Discriminator :: d_loss: 0.734473], [ Generator :: loss: 0.136191] random_index: 166 (32, 10) 198 epoch: 37437, [Discriminator :: d_loss: 0.733308], [ Generator :: loss: 0.136672] random_index: 1849 (32, 10) 1881 epoch: 37438, [Discriminator :: d_loss: 0.729268], [ Generator :: loss: 0.145927] random_index: 11479 (32, 10) 11511 epoch: 37439, [Discriminator :: d_loss: 0.729769], [ Generator :: loss: 0.142009] random_index: 32946 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Generator :: loss: 0.132344] random_index: 18878 (32, 10) 18910 epoch: 37449, [Discriminator :: d_loss: 0.721355], [ Generator :: loss: 0.135661] random_index: 2461 (32, 10) 2493 epoch: 37450, [Discriminator :: d_loss: 0.728104], [ Generator :: loss: 0.141758] random_index: 39967 (32, 10) 39999 epoch: 37451, [Discriminator :: d_loss: 0.738214], [ Generator :: loss: 0.145670] random_index: 27862 (32, 10) 27894 epoch: 37452, [Discriminator :: d_loss: 0.734159], [ Generator :: loss: 0.150162] random_index: 9982 (32, 10) 10014 epoch: 37453, [Discriminator :: d_loss: 0.733306], [ Generator :: loss: 0.146877] random_index: 17449 (32, 10) 17481 epoch: 37454, [Discriminator :: d_loss: 0.734972], [ Generator :: loss: 0.145096] random_index: 9884 (32, 10) 9916 epoch: 37455, [Discriminator :: d_loss: 0.730644], [ Generator :: loss: 0.141988] random_index: 19617 (32, 10) 19649 epoch: 37456, [Discriminator :: d_loss: 0.733042], [ Generator :: loss: 0.136191] random_index: 7437 (32, 10) 7469 epoch: 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0.133029] random_index: 4861 (32, 10) 4893 epoch: 37466, [Discriminator :: d_loss: 0.723652], [ Generator :: loss: 0.128154] random_index: 20119 (32, 10) 20151 epoch: 37467, [Discriminator :: d_loss: 0.734760], [ Generator :: loss: 0.137287] random_index: 17207 (32, 10) 17239 epoch: 37468, [Discriminator :: d_loss: 0.725591], [ Generator :: loss: 0.140349] random_index: 5512 (32, 10) 5544 epoch: 37469, [Discriminator :: d_loss: 0.735693], [ Generator :: loss: 0.147650] random_index: 36109 (32, 10) 36141 epoch: 37470, [Discriminator :: d_loss: 0.726912], [ Generator :: loss: 0.147114] random_index: 1432 (32, 10) 1464 epoch: 37471, [Discriminator :: d_loss: 0.730621], [ Generator :: loss: 0.151176] random_index: 19456 (32, 10) 19488 epoch: 37472, [Discriminator :: d_loss: 0.731271], [ Generator :: loss: 0.141401] random_index: 2341 (32, 10) 2373 epoch: 37473, [Discriminator :: d_loss: 0.728416], [ Generator :: loss: 0.137233] random_index: 40303 (32, 10) 40335 epoch: 37474, 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d_loss: 0.730643], [ Generator :: loss: 0.134923] random_index: 23866 (32, 10) 23898 epoch: 37492, [Discriminator :: d_loss: 0.729818], [ Generator :: loss: 0.139191] random_index: 23172 (32, 10) 23204 epoch: 37493, [Discriminator :: d_loss: 0.740299], [ Generator :: loss: 0.142438] random_index: 28035 (32, 10) 28067 epoch: 37494, [Discriminator :: d_loss: 0.728893], [ Generator :: loss: 0.145558] random_index: 33873 (32, 10) 33905 epoch: 37495, [Discriminator :: d_loss: 0.734542], [ Generator :: loss: 0.150790] random_index: 12759 (32, 10) 12791 epoch: 37496, [Discriminator :: d_loss: 0.734189], [ Generator :: loss: 0.150679] random_index: 3585 (32, 10) 3617 epoch: 37497, [Discriminator :: d_loss: 0.744745], [ Generator :: loss: 0.155546] random_index: 26387 (32, 10) 26419 epoch: 37498, [Discriminator :: d_loss: 0.743023], [ Generator :: loss: 0.146801] random_index: 1600 (32, 10) 1632 epoch: 37499, [Discriminator :: d_loss: 0.734097], [ Generator :: loss: 0.143135] random_index: 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0.151674] random_index: 22401 (32, 10) 22433 epoch: 37543, [Discriminator :: d_loss: 0.734047], [ Generator :: loss: 0.147482] random_index: 26796 (32, 10) 26828 epoch: 37544, [Discriminator :: d_loss: 0.728097], [ Generator :: loss: 0.133307] random_index: 41010 (32, 10) 41042 epoch: 37545, [Discriminator :: d_loss: 0.721998], [ Generator :: loss: 0.130186] random_index: 29402 (32, 10) 29434 epoch: 37546, [Discriminator :: d_loss: 0.739094], [ Generator :: loss: 0.124579] random_index: 28363 (32, 10) 28395 epoch: 37547, [Discriminator :: d_loss: 0.739658], [ Generator :: loss: 0.132046] random_index: 33136 (32, 10) 33168 epoch: 37548, [Discriminator :: d_loss: 0.727966], [ Generator :: loss: 0.141488] random_index: 26820 (32, 10) 26852 epoch: 37549, [Discriminator :: d_loss: 0.741534], [ Generator :: loss: 0.156854] random_index: 19258 (32, 10) 19290 epoch: 37550, [Discriminator :: d_loss: 0.730820], [ Generator :: loss: 0.160670] random_index: 8311 (32, 10) 8343 epoch: 37551, 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d_loss: 0.724961], [ Generator :: loss: 0.137684] random_index: 9083 (32, 10) 9115 epoch: 37569, [Discriminator :: d_loss: 0.722086], [ Generator :: loss: 0.147789] random_index: 18002 (32, 10) 18034 epoch: 37570, [Discriminator :: d_loss: 0.722241], [ Generator :: loss: 0.145507] random_index: 28668 (32, 10) 28700 epoch: 37571, [Discriminator :: d_loss: 0.731034], [ Generator :: loss: 0.140157] random_index: 9319 (32, 10) 9351 epoch: 37572, [Discriminator :: d_loss: 0.730515], [ Generator :: loss: 0.142780] random_index: 37146 (32, 10) 37178 epoch: 37573, [Discriminator :: d_loss: 0.727855], [ Generator :: loss: 0.150820] random_index: 18719 (32, 10) 18751 epoch: 37574, [Discriminator :: d_loss: 0.732187], [ Generator :: loss: 0.140916] random_index: 17091 (32, 10) 17123 epoch: 37575, [Discriminator :: d_loss: 0.728822], [ Generator :: loss: 0.148810] random_index: 18988 (32, 10) 19020 epoch: 37576, [Discriminator :: d_loss: 0.722262], [ Generator :: loss: 0.143370] random_index: 6278 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epoch: 37594, [Discriminator :: d_loss: 0.726028], [ Generator :: loss: 0.150111] random_index: 32572 (32, 10) 32604 epoch: 37595, [Discriminator :: d_loss: 0.725369], [ Generator :: loss: 0.142041] random_index: 21454 (32, 10) 21486 epoch: 37596, [Discriminator :: d_loss: 0.724324], [ Generator :: loss: 0.138893] random_index: 22450 (32, 10) 22482 epoch: 37597, [Discriminator :: d_loss: 0.728422], [ Generator :: loss: 0.140100] random_index: 34552 (32, 10) 34584 epoch: 37598, [Discriminator :: d_loss: 0.731077], [ Generator :: loss: 0.138618] random_index: 15445 (32, 10) 15477 epoch: 37599, [Discriminator :: d_loss: 0.732509], [ Generator :: loss: 0.144507] random_index: 963 (32, 10) 995 epoch: 37600, [Discriminator :: d_loss: 0.724786], [ Generator :: loss: 0.141491] random_index: 17676 (32, 10) 17708 epoch: 37601, [Discriminator :: d_loss: 0.730220], [ Generator :: loss: 0.144599] random_index: 36563 (32, 10) 36595 epoch: 37602, [Discriminator :: d_loss: 0.733568], [ Generator :: loss: 0.153608] random_index: 13112 (32, 10) 13144 epoch: 37603, [Discriminator :: d_loss: 0.731580], [ Generator :: loss: 0.157525] random_index: 11320 (32, 10) 11352 epoch: 37604, [Discriminator :: d_loss: 0.729450], [ Generator :: loss: 0.151534] random_index: 31614 (32, 10) 31646 epoch: 37605, [Discriminator :: d_loss: 0.738890], [ Generator :: loss: 0.154636] random_index: 8082 (32, 10) 8114 epoch: 37606, [Discriminator :: d_loss: 0.724394], [ Generator :: loss: 0.151713] random_index: 312 (32, 10) 344 epoch: 37607, [Discriminator :: d_loss: 0.734762], [ Generator :: loss: 0.143469] random_index: 19767 (32, 10) 19799 epoch: 37608, [Discriminator :: d_loss: 0.734475], [ Generator :: loss: 0.141795] random_index: 29263 (32, 10) 29295 epoch: 37609, [Discriminator :: d_loss: 0.727714], [ Generator :: loss: 0.134302] random_index: 35559 (32, 10) 35591 epoch: 37610, [Discriminator :: d_loss: 0.728004], [ Generator :: loss: 0.141212] random_index: 13287 (32, 10) 13319 epoch: 37611, 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d_loss: 0.734490], [ Generator :: loss: 0.138737] random_index: 28357 (32, 10) 28389 epoch: 37629, [Discriminator :: d_loss: 0.731574], [ Generator :: loss: 0.124559] random_index: 1469 (32, 10) 1501 epoch: 37630, [Discriminator :: d_loss: 0.734450], [ Generator :: loss: 0.127323] random_index: 24847 (32, 10) 24879 epoch: 37631, [Discriminator :: d_loss: 0.739490], [ Generator :: loss: 0.135587] random_index: 388 (32, 10) 420 epoch: 37632, [Discriminator :: d_loss: 0.729704], [ Generator :: loss: 0.141178] random_index: 32309 (32, 10) 32341 epoch: 37633, [Discriminator :: d_loss: 0.728661], [ Generator :: loss: 0.144692] random_index: 41578 (32, 10) 41610 epoch: 37634, [Discriminator :: d_loss: 0.734508], [ Generator :: loss: 0.153050] random_index: 33783 (32, 10) 33815 epoch: 37635, [Discriminator :: d_loss: 0.735712], [ Generator :: loss: 0.147904] random_index: 38713 (32, 10) 38745 epoch: 37636, [Discriminator :: d_loss: 0.739762], [ Generator :: loss: 0.140500] random_index: 27739 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epoch: 37654, [Discriminator :: d_loss: 0.730334], [ Generator :: loss: 0.139245] random_index: 21562 (32, 10) 21594 epoch: 37655, [Discriminator :: d_loss: 0.727618], [ Generator :: loss: 0.141233] random_index: 27125 (32, 10) 27157 epoch: 37656, [Discriminator :: d_loss: 0.731676], [ Generator :: loss: 0.133020] random_index: 13489 (32, 10) 13521 epoch: 37657, [Discriminator :: d_loss: 0.735841], [ Generator :: loss: 0.132498] random_index: 41781 (32, 10) 41813 epoch: 37658, [Discriminator :: d_loss: 0.728923], [ Generator :: loss: 0.133130] random_index: 26133 (32, 10) 26165 epoch: 37659, [Discriminator :: d_loss: 0.729226], [ Generator :: loss: 0.140271] random_index: 14770 (32, 10) 14802 epoch: 37660, [Discriminator :: d_loss: 0.731303], [ Generator :: loss: 0.138837] random_index: 5759 (32, 10) 5791 epoch: 37661, [Discriminator :: d_loss: 0.728189], [ Generator :: loss: 0.140286] random_index: 15603 (32, 10) 15635 epoch: 37662, [Discriminator :: d_loss: 0.732785], [ Generator :: loss: 0.143183] random_index: 22601 (32, 10) 22633 epoch: 37663, [Discriminator :: d_loss: 0.726483], [ Generator :: loss: 0.147205] random_index: 16516 (32, 10) 16548 epoch: 37664, [Discriminator :: d_loss: 0.724547], [ Generator :: loss: 0.149875] random_index: 40549 (32, 10) 40581 epoch: 37665, [Discriminator :: d_loss: 0.718694], [ Generator :: loss: 0.143029] random_index: 19652 (32, 10) 19684 epoch: 37666, [Discriminator :: d_loss: 0.728309], [ Generator :: loss: 0.143606] random_index: 1391 (32, 10) 1423 epoch: 37667, [Discriminator :: d_loss: 0.725420], [ Generator :: loss: 0.138425] random_index: 15375 (32, 10) 15407 epoch: 37668, [Discriminator :: d_loss: 0.729900], [ Generator :: loss: 0.135774] random_index: 1651 (32, 10) 1683 epoch: 37669, [Discriminator :: d_loss: 0.742175], [ Generator :: loss: 0.138560] random_index: 14082 (32, 10) 14114 epoch: 37670, [Discriminator :: d_loss: 0.725973], [ Generator :: loss: 0.146852] random_index: 18895 (32, 10) 18927 epoch: 37671, [Discriminator :: d_loss: 0.736458], [ Generator :: loss: 0.152827] random_index: 912 (32, 10) 944 epoch: 37672, [Discriminator :: d_loss: 0.723338], [ Generator :: loss: 0.145910] random_index: 8145 (32, 10) 8177 epoch: 37673, [Discriminator :: d_loss: 0.727458], [ Generator :: loss: 0.147493] random_index: 19208 (32, 10) 19240 epoch: 37674, [Discriminator :: d_loss: 0.723628], [ Generator :: loss: 0.140957] random_index: 24085 (32, 10) 24117 epoch: 37675, [Discriminator :: d_loss: 0.730097], [ Generator :: loss: 0.132166] random_index: 13181 (32, 10) 13213 epoch: 37676, [Discriminator :: d_loss: 0.727409], [ Generator :: loss: 0.126108] random_index: 18823 (32, 10) 18855 epoch: 37677, [Discriminator :: d_loss: 0.727812], [ Generator :: loss: 0.134791] random_index: 18416 (32, 10) 18448 epoch: 37678, [Discriminator :: d_loss: 0.722299], [ Generator :: loss: 0.138145] random_index: 21339 (32, 10) 21371 epoch: 37679, [Discriminator :: d_loss: 0.723303], [ Generator :: loss: 0.142418] random_index: 27081 (32, 10) 27113 epoch: 37680, [Discriminator :: d_loss: 0.731937], [ Generator :: loss: 0.151739] random_index: 27805 (32, 10) 27837 epoch: 37681, [Discriminator :: d_loss: 0.725363], [ Generator :: loss: 0.151012] random_index: 41514 (32, 10) 41546 epoch: 37682, [Discriminator :: d_loss: 0.738389], [ Generator :: loss: 0.145770] random_index: 600 (32, 10) 632 epoch: 37683, [Discriminator :: d_loss: 0.725541], [ Generator :: loss: 0.145043] random_index: 14167 (32, 10) 14199 epoch: 37684, [Discriminator :: d_loss: 0.731580], [ Generator :: loss: 0.136757] random_index: 38978 (32, 10) 39010 epoch: 37685, [Discriminator :: d_loss: 0.735346], [ Generator :: loss: 0.140118] random_index: 14881 (32, 10) 14913 epoch: 37686, [Discriminator :: d_loss: 0.724613], [ Generator :: loss: 0.141528] random_index: 33097 (32, 10) 33129 epoch: 37687, [Discriminator :: d_loss: 0.730664], [ Generator :: loss: 0.135486] random_index: 34615 (32, 10) 34647 epoch: 37688, [Discriminator :: d_loss: 0.731787], [ Generator :: loss: 0.133161] random_index: 12006 (32, 10) 12038 epoch: 37689, [Discriminator :: d_loss: 0.725958], [ Generator :: loss: 0.136887] random_index: 21410 (32, 10) 21442 epoch: 37690, [Discriminator :: d_loss: 0.725549], [ Generator :: loss: 0.142910] random_index: 31540 (32, 10) 31572 epoch: 37691, [Discriminator :: d_loss: 0.733490], [ Generator :: loss: 0.149902] random_index: 35407 (32, 10) 35439 epoch: 37692, [Discriminator :: d_loss: 0.736832], [ Generator :: loss: 0.157436] random_index: 21562 (32, 10) 21594 epoch: 37693, [Discriminator :: d_loss: 0.727349], [ Generator :: loss: 0.158301] random_index: 36372 (32, 10) 36404 epoch: 37694, [Discriminator :: d_loss: 0.738589], [ Generator :: loss: 0.139105] random_index: 22 (32, 10) 54 epoch: 37695, [Discriminator :: d_loss: 0.734595], [ Generator :: loss: 0.138470] random_index: 7462 (32, 10) 7494 epoch: 37696, [Discriminator :: d_loss: 0.735990], [ Generator :: loss: 0.134933] random_index: 14284 (32, 10) 14316 epoch: 37697, [Discriminator :: d_loss: 0.732685], [ Generator :: loss: 0.134531] random_index: 22764 (32, 10) 22796 epoch: 37698, [Discriminator :: d_loss: 0.730641], [ Generator :: loss: 0.133009] random_index: 9162 (32, 10) 9194 epoch: 37699, [Discriminator :: d_loss: 0.731612], [ Generator :: loss: 0.138773] random_index: 22902 (32, 10) 22934 epoch: 37700, [Discriminator :: d_loss: 0.723064], [ Generator :: loss: 0.138955] random_index: 33635 (32, 10) 33667 epoch: 37701, [Discriminator :: d_loss: 0.728299], [ Generator :: loss: 0.138071] random_index: 19790 (32, 10) 19822 epoch: 37702, [Discriminator :: d_loss: 0.731053], [ Generator :: loss: 0.138454] random_index: 22681 (32, 10) 22713 epoch: 37703, [Discriminator :: d_loss: 0.736482], [ Generator :: loss: 0.144145] random_index: 7689 (32, 10) 7721 epoch: 37704, [Discriminator :: d_loss: 0.723724], [ Generator :: loss: 0.140388] random_index: 38701 (32, 10) 38733 epoch: 37705, [Discriminator :: d_loss: 0.737671], [ Generator :: loss: 0.145107] random_index: 18039 (32, 10) 18071 epoch: 37706, [Discriminator :: d_loss: 0.729670], [ Generator :: loss: 0.149574] random_index: 4559 (32, 10) 4591 epoch: 37707, [Discriminator :: d_loss: 0.726004], [ Generator :: loss: 0.152251] random_index: 32937 (32, 10) 32969 epoch: 37708, [Discriminator :: d_loss: 0.724477], [ Generator :: loss: 0.143685] random_index: 33515 (32, 10) 33547 epoch: 37709, [Discriminator :: d_loss: 0.738154], [ Generator :: loss: 0.138136] random_index: 11297 (32, 10) 11329 epoch: 37710, [Discriminator :: d_loss: 0.729861], [ Generator :: loss: 0.134023] random_index: 12293 (32, 10) 12325 epoch: 37711, [Discriminator :: d_loss: 0.728188], [ Generator :: loss: 0.128067] random_index: 2699 (32, 10) 2731 epoch: 37712, [Discriminator :: d_loss: 0.734228], [ Generator :: loss: 0.131944] random_index: 14596 (32, 10) 14628 epoch: 37713, [Discriminator :: d_loss: 0.726737], [ Generator :: loss: 0.132975] random_index: 13924 (32, 10) 13956 epoch: 37714, [Discriminator :: d_loss: 0.730108], [ Generator :: loss: 0.140154] random_index: 29068 (32, 10) 29100 epoch: 37715, [Discriminator :: d_loss: 0.734135], [ Generator :: loss: 0.154456] random_index: 11213 (32, 10) 11245 epoch: 37716, [Discriminator :: d_loss: 0.729775], [ Generator :: loss: 0.152953] random_index: 32924 (32, 10) 32956 epoch: 37717, [Discriminator :: d_loss: 0.733041], [ Generator :: loss: 0.151928] random_index: 25165 (32, 10) 25197 epoch: 37718, [Discriminator :: d_loss: 0.738302], [ Generator :: loss: 0.144259] random_index: 224 (32, 10) 256 epoch: 37719, [Discriminator :: d_loss: 0.728130], [ Generator :: loss: 0.133805] random_index: 27728 (32, 10) 27760 epoch: 37720, [Discriminator :: d_loss: 0.725635], [ Generator :: loss: 0.131609] random_index: 35456 (32, 10) 35488 epoch: 37721, [Discriminator :: d_loss: 0.727985], [ Generator :: loss: 0.132810] random_index: 17749 (32, 10) 17781 epoch: 37722, [Discriminator :: d_loss: 0.732830], [ Generator :: loss: 0.138210] random_index: 12288 (32, 10) 12320 epoch: 37723, [Discriminator :: d_loss: 0.727641], [ Generator :: loss: 0.144738] random_index: 5573 (32, 10) 5605 epoch: 37724, [Discriminator :: d_loss: 0.725525], [ Generator :: loss: 0.165159] random_index: 38065 (32, 10) 38097 epoch: 37725, [Discriminator :: d_loss: 0.735557], [ Generator :: loss: 0.151354] random_index: 35302 (32, 10) 35334 epoch: 37726, [Discriminator :: d_loss: 0.735015], [ Generator :: loss: 0.136254] random_index: 6927 (32, 10) 6959 epoch: 37727, [Discriminator :: d_loss: 0.722464], [ Generator :: loss: 0.136482] random_index: 33175 (32, 10) 33207 epoch: 37728, [Discriminator :: d_loss: 0.736240], [ Generator :: loss: 0.130117] random_index: 3523 (32, 10) 3555 epoch: 37729, [Discriminator :: d_loss: 0.732446], [ Generator :: loss: 0.142049] random_index: 33173 (32, 10) 33205 epoch: 37730, [Discriminator :: d_loss: 0.733303], [ Generator :: loss: 0.142940] random_index: 6359 (32, 10) 6391 epoch: 37731, [Discriminator :: d_loss: 0.735947], [ Generator :: loss: 0.148258] random_index: 20557 (32, 10) 20589 epoch: 37732, [Discriminator :: d_loss: 0.729594], [ Generator :: loss: 0.154302] random_index: 15924 (32, 10) 15956 epoch: 37733, [Discriminator :: d_loss: 0.731446], [ Generator :: loss: 0.146074] random_index: 19000 (32, 10) 19032 epoch: 37734, [Discriminator :: d_loss: 0.728644], [ Generator :: loss: 0.142495] random_index: 35653 (32, 10) 35685 epoch: 37735, [Discriminator :: d_loss: 0.733103], [ Generator :: loss: 0.138628] random_index: 21048 (32, 10) 21080 epoch: 37736, [Discriminator :: d_loss: 0.732028], [ Generator :: loss: 0.131280] random_index: 25077 (32, 10) 25109 epoch: 37737, [Discriminator :: d_loss: 0.741957], [ Generator :: loss: 0.135587] random_index: 37861 (32, 10) 37893 epoch: 37738, [Discriminator :: d_loss: 0.740545], [ Generator :: loss: 0.147231] random_index: 41456 (32, 10) 41488 epoch: 37739, [Discriminator :: d_loss: 0.733482], [ Generator :: loss: 0.155488] random_index: 8890 (32, 10) 8922 epoch: 37740, [Discriminator :: d_loss: 0.731467], [ Generator :: loss: 0.159509] random_index: 9482 (32, 10) 9514 epoch: 37741, [Discriminator :: d_loss: 0.733255], [ Generator :: loss: 0.152397] random_index: 10199 (32, 10) 10231 epoch: 37742, [Discriminator :: d_loss: 0.726811], [ Generator :: loss: 0.141044] random_index: 25543 (32, 10) 25575 epoch: 37743, [Discriminator :: d_loss: 0.719312], [ Generator :: loss: 0.126191] random_index: 287 (32, 10) 319 epoch: 37744, [Discriminator :: d_loss: 0.733223], [ Generator :: loss: 0.123609] random_index: 40486 (32, 10) 40518 epoch: 37745, [Discriminator :: d_loss: 0.739387], [ Generator :: loss: 0.128009] random_index: 38043 (32, 10) 38075 epoch: 37746, [Discriminator :: d_loss: 0.729331], [ Generator :: loss: 0.135375] random_index: 19176 (32, 10) 19208 epoch: 37747, [Discriminator :: d_loss: 0.730716], [ Generator :: loss: 0.146103] random_index: 16024 (32, 10) 16056 epoch: 37748, [Discriminator :: d_loss: 0.733070], [ Generator :: loss: 0.156399] random_index: 1364 (32, 10) 1396 epoch: 37749, [Discriminator :: d_loss: 0.725282], [ Generator :: loss: 0.157344] random_index: 39675 (32, 10) 39707 epoch: 37750, [Discriminator :: d_loss: 0.733484], [ Generator :: loss: 0.151444] random_index: 25292 (32, 10) 25324 epoch: 37751, [Discriminator :: d_loss: 0.722187], [ Generator :: loss: 0.146733] random_index: 22073 (32, 10) 22105 epoch: 37752, [Discriminator :: d_loss: 0.724673], [ Generator :: loss: 0.131089] random_index: 11753 (32, 10) 11785 epoch: 37753, [Discriminator :: d_loss: 0.731703], [ Generator :: loss: 0.129422] random_index: 15603 (32, 10) 15635 epoch: 37754, [Discriminator :: d_loss: 0.732068], [ Generator :: loss: 0.128303] random_index: 3359 (32, 10) 3391 epoch: 37755, [Discriminator :: d_loss: 0.725417], [ Generator :: loss: 0.131831] random_index: 37096 (32, 10) 37128 epoch: 37756, [Discriminator :: d_loss: 0.734350], [ Generator :: loss: 0.138798] random_index: 4488 (32, 10) 4520 epoch: 37757, [Discriminator :: d_loss: 0.720401], [ Generator :: loss: 0.144407] random_index: 2718 (32, 10) 2750 epoch: 37758, [Discriminator :: d_loss: 0.733446], [ Generator :: loss: 0.148282] random_index: 2076 (32, 10) 2108 epoch: 37759, [Discriminator :: d_loss: 0.733194], [ Generator :: loss: 0.150993] random_index: 14805 (32, 10) 14837 epoch: 37760, [Discriminator :: d_loss: 0.731093], [ Generator :: loss: 0.141645] random_index: 18935 (32, 10) 18967 epoch: 37761, [Discriminator :: d_loss: 0.728288], [ Generator :: loss: 0.134415] random_index: 35931 (32, 10) 35963 epoch: 37762, [Discriminator :: d_loss: 0.732026], [ Generator :: loss: 0.132000] random_index: 20230 (32, 10) 20262 epoch: 37763, [Discriminator :: d_loss: 0.727833], [ Generator :: loss: 0.142882] random_index: 10770 (32, 10) 10802 epoch: 37764, [Discriminator :: d_loss: 0.729691], [ Generator :: loss: 0.143697] random_index: 6640 (32, 10) 6672 epoch: 37765, [Discriminator :: d_loss: 0.725348], [ Generator :: loss: 0.152066] random_index: 35044 (32, 10) 35076 epoch: 37766, [Discriminator :: d_loss: 0.728455], [ Generator :: loss: 0.153326] random_index: 10879 (32, 10) 10911 epoch: 37767, [Discriminator :: d_loss: 0.732790], [ Generator :: loss: 0.149006] random_index: 24237 (32, 10) 24269 epoch: 37768, [Discriminator :: d_loss: 0.729490], [ Generator :: loss: 0.140530] random_index: 32774 (32, 10) 32806 epoch: 37769, [Discriminator :: d_loss: 0.726923], [ Generator :: loss: 0.132080] random_index: 41789 (32, 10) 41821 epoch: 37770, [Discriminator :: d_loss: 0.737430], [ Generator :: loss: 0.133572] random_index: 527 (32, 10) 559 epoch: 37771, [Discriminator :: d_loss: 0.730023], [ Generator :: loss: 0.139317] random_index: 18246 (32, 10) 18278 epoch: 37772, [Discriminator :: d_loss: 0.719671], [ Generator :: loss: 0.143154] random_index: 7824 (32, 10) 7856 epoch: 37773, [Discriminator :: d_loss: 0.732091], [ Generator :: loss: 0.149022] random_index: 35569 (32, 10) 35601 epoch: 37774, [Discriminator :: d_loss: 0.737160], [ Generator :: loss: 0.145581] random_index: 38435 (32, 10) 38467 epoch: 37775, [Discriminator :: d_loss: 0.728404], [ Generator :: loss: 0.146206] random_index: 10016 (32, 10) 10048 epoch: 37776, [Discriminator :: d_loss: 0.740353], [ Generator :: loss: 0.144923] random_index: 29871 (32, 10) 29903 epoch: 37777, [Discriminator :: d_loss: 0.737641], [ Generator :: loss: 0.141027] random_index: 26963 (32, 10) 26995 epoch: 37778, [Discriminator :: d_loss: 0.731905], [ Generator :: loss: 0.154460] random_index: 40142 (32, 10) 40174 epoch: 37779, [Discriminator :: d_loss: 0.734617], [ Generator :: loss: 0.148448] random_index: 23402 (32, 10) 23434 epoch: 37780, [Discriminator :: d_loss: 0.739978], [ Generator :: loss: 0.151257] random_index: 3930 (32, 10) 3962 epoch: 37781, [Discriminator :: d_loss: 0.726301], [ Generator :: loss: 0.144094] random_index: 10757 (32, 10) 10789 epoch: 37782, [Discriminator :: d_loss: 0.729839], [ Generator :: loss: 0.134120] random_index: 21733 (32, 10) 21765 epoch: 37783, [Discriminator :: d_loss: 0.737497], [ Generator :: loss: 0.125106] random_index: 28639 (32, 10) 28671 epoch: 37784, [Discriminator :: d_loss: 0.726843], [ Generator :: loss: 0.127906] random_index: 33039 (32, 10) 33071 epoch: 37785, [Discriminator :: d_loss: 0.738494], [ Generator :: loss: 0.135677] random_index: 33596 (32, 10) 33628 epoch: 37786, [Discriminator :: d_loss: 0.736512], [ Generator :: loss: 0.136968] random_index: 23777 (32, 10) 23809 epoch: 37787, [Discriminator :: d_loss: 0.732232], [ Generator :: loss: 0.146332] random_index: 24145 (32, 10) 24177 epoch: 37788, [Discriminator :: d_loss: 0.734996], [ Generator :: loss: 0.148246] random_index: 8581 (32, 10) 8613 epoch: 37789, [Discriminator :: d_loss: 0.724310], [ Generator :: loss: 0.148205] random_index: 2252 (32, 10) 2284 epoch: 37790, [Discriminator :: d_loss: 0.730868], [ Generator :: loss: 0.143888] random_index: 43 (32, 10) 75 epoch: 37791, [Discriminator :: d_loss: 0.731437], [ Generator :: loss: 0.148462] random_index: 28291 (32, 10) 28323 epoch: 37792, [Discriminator :: d_loss: 0.728336], [ Generator :: loss: 0.138814] random_index: 11183 (32, 10) 11215 epoch: 37793, [Discriminator :: d_loss: 0.727397], [ Generator :: loss: 0.140715] random_index: 2629 (32, 10) 2661 epoch: 37794, [Discriminator :: d_loss: 0.731493], [ Generator :: loss: 0.133843] random_index: 23514 (32, 10) 23546 epoch: 37795, [Discriminator :: d_loss: 0.741236], [ Generator :: loss: 0.138403] random_index: 20707 (32, 10) 20739 epoch: 37796, [Discriminator :: d_loss: 0.732646], [ Generator :: loss: 0.147933] random_index: 38692 (32, 10) 38724 epoch: 37797, [Discriminator :: d_loss: 0.728291], [ Generator :: loss: 0.145324] random_index: 35460 (32, 10) 35492 epoch: 37798, [Discriminator :: d_loss: 0.721472], [ Generator :: loss: 0.142527] random_index: 22258 (32, 10) 22290 epoch: 37799, [Discriminator :: d_loss: 0.721273], [ Generator :: loss: 0.141266] random_index: 41101 (32, 10) 41133 epoch: 37800, [Discriminator :: d_loss: 0.728757], [ Generator :: loss: 0.133885] random_index: 5555 (32, 10) 5587 epoch: 37801, [Discriminator :: d_loss: 0.734291], [ Generator :: loss: 0.141150] random_index: 6852 (32, 10) 6884 epoch: 37802, [Discriminator :: d_loss: 0.727644], [ Generator :: loss: 0.150565] random_index: 9867 (32, 10) 9899 epoch: 37803, [Discriminator :: d_loss: 0.735936], [ Generator :: loss: 0.156327] random_index: 3920 (32, 10) 3952 epoch: 37804, [Discriminator :: d_loss: 0.724003], [ Generator :: loss: 0.154309] random_index: 40817 (32, 10) 40849 epoch: 37805, [Discriminator :: d_loss: 0.727867], [ Generator :: loss: 0.147616] random_index: 32065 (32, 10) 32097 epoch: 37806, [Discriminator :: d_loss: 0.726663], [ Generator :: loss: 0.132879] random_index: 23006 (32, 10) 23038 epoch: 37807, [Discriminator :: d_loss: 0.735597], [ Generator :: loss: 0.130832] random_index: 23848 (32, 10) 23880 epoch: 37808, [Discriminator :: d_loss: 0.730384], [ Generator :: loss: 0.129036] random_index: 39394 (32, 10) 39426 epoch: 37809, [Discriminator :: d_loss: 0.718908], [ Generator :: loss: 0.121911] random_index: 21323 (32, 10) 21355 epoch: 37810, [Discriminator :: d_loss: 0.729685], [ Generator :: loss: 0.133395] random_index: 35884 (32, 10) 35916 epoch: 37811, [Discriminator :: d_loss: 0.727823], [ Generator :: loss: 0.148230] random_index: 16094 (32, 10) 16126 epoch: 37812, [Discriminator :: d_loss: 0.726331], [ Generator :: loss: 0.152107] random_index: 30698 (32, 10) 30730 epoch: 37813, [Discriminator :: d_loss: 0.733389], [ Generator :: loss: 0.152607] random_index: 39093 (32, 10) 39125 epoch: 37814, [Discriminator :: d_loss: 0.734273], [ Generator :: loss: 0.155085] random_index: 28592 (32, 10) 28624 epoch: 37815, [Discriminator :: d_loss: 0.732892], [ Generator :: loss: 0.151163] random_index: 31870 (32, 10) 31902 epoch: 37816, [Discriminator :: d_loss: 0.728258], [ Generator :: loss: 0.135615] random_index: 6169 (32, 10) 6201 epoch: 37817, [Discriminator :: d_loss: 0.732473], [ Generator :: loss: 0.131495] random_index: 9082 (32, 10) 9114 epoch: 37818, [Discriminator :: d_loss: 0.737661], [ Generator :: loss: 0.124066] random_index: 15692 (32, 10) 15724 epoch: 37819, [Discriminator :: d_loss: 0.726690], [ Generator :: loss: 0.143544] random_index: 30473 (32, 10) 30505 epoch: 37820, [Discriminator :: d_loss: 0.728227], [ Generator :: loss: 0.143355] random_index: 3066 (32, 10) 3098 epoch: 37821, [Discriminator :: d_loss: 0.725246], [ Generator :: loss: 0.166808] random_index: 11511 (32, 10) 11543 epoch: 37822, [Discriminator :: d_loss: 0.729899], [ Generator :: loss: 0.164795] random_index: 6280 (32, 10) 6312 epoch: 37823, [Discriminator :: d_loss: 0.738132], [ Generator :: loss: 0.145318] random_index: 9223 (32, 10) 9255 epoch: 37824, [Discriminator :: d_loss: 0.729473], [ Generator :: loss: 0.146198] random_index: 17509 (32, 10) 17541 epoch: 37825, [Discriminator :: d_loss: 0.733222], [ Generator :: loss: 0.141287] random_index: 35414 (32, 10) 35446 epoch: 37826, [Discriminator :: d_loss: 0.726781], [ Generator :: loss: 0.126860] random_index: 1198 (32, 10) 1230 epoch: 37827, [Discriminator :: d_loss: 0.724334], [ Generator :: loss: 0.135641] random_index: 21928 (32, 10) 21960 epoch: 37828, [Discriminator :: d_loss: 0.725028], [ Generator :: loss: 0.131694] random_index: 26557 (32, 10) 26589 epoch: 37829, [Discriminator :: d_loss: 0.728258], [ Generator :: loss: 0.140222] random_index: 29931 (32, 10) 29963 epoch: 37830, [Discriminator :: d_loss: 0.723915], [ Generator :: loss: 0.149958] random_index: 15281 (32, 10) 15313 epoch: 37831, [Discriminator :: d_loss: 0.716357], [ Generator :: loss: 0.151015] random_index: 37196 (32, 10) 37228 epoch: 37832, [Discriminator :: d_loss: 0.729489], [ Generator :: loss: 0.143667] random_index: 27134 (32, 10) 27166 epoch: 37833, [Discriminator :: d_loss: 0.732756], [ Generator :: loss: 0.140302] random_index: 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0.729675], [ Generator :: loss: 0.125164] random_index: 35326 (32, 10) 35358 epoch: 37843, [Discriminator :: d_loss: 0.727012], [ Generator :: loss: 0.129197] random_index: 36372 (32, 10) 36404 epoch: 37844, [Discriminator :: d_loss: 0.726082], [ Generator :: loss: 0.120801] random_index: 3230 (32, 10) 3262 epoch: 37845, [Discriminator :: d_loss: 0.739220], [ Generator :: loss: 0.138001] random_index: 31646 (32, 10) 31678 epoch: 37846, [Discriminator :: d_loss: 0.723756], [ Generator :: loss: 0.145453] random_index: 23517 (32, 10) 23549 epoch: 37847, [Discriminator :: d_loss: 0.738889], [ Generator :: loss: 0.146181] random_index: 11016 (32, 10) 11048 epoch: 37848, [Discriminator :: d_loss: 0.731309], [ Generator :: loss: 0.159054] random_index: 37853 (32, 10) 37885 epoch: 37849, [Discriminator :: d_loss: 0.731310], [ Generator :: loss: 0.146655] random_index: 22379 (32, 10) 22411 epoch: 37850, [Discriminator :: d_loss: 0.725325], [ Generator :: loss: 0.144927] random_index: 23378 (32, 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Generator :: loss: 0.140834] random_index: 39614 (32, 10) 39646 epoch: 37860, [Discriminator :: d_loss: 0.731377], [ Generator :: loss: 0.130890] random_index: 36223 (32, 10) 36255 epoch: 37861, [Discriminator :: d_loss: 0.743888], [ Generator :: loss: 0.138220] random_index: 9122 (32, 10) 9154 epoch: 37862, [Discriminator :: d_loss: 0.733146], [ Generator :: loss: 0.144277] random_index: 1950 (32, 10) 1982 epoch: 37863, [Discriminator :: d_loss: 0.722773], [ Generator :: loss: 0.149144] random_index: 32663 (32, 10) 32695 epoch: 37864, [Discriminator :: d_loss: 0.725195], [ Generator :: loss: 0.144996] random_index: 37057 (32, 10) 37089 epoch: 37865, [Discriminator :: d_loss: 0.734029], [ Generator :: loss: 0.136056] random_index: 33847 (32, 10) 33879 epoch: 37866, [Discriminator :: d_loss: 0.735512], [ Generator :: loss: 0.131490] random_index: 11531 (32, 10) 11563 epoch: 37867, [Discriminator :: d_loss: 0.725091], [ Generator :: loss: 0.126844] random_index: 28836 (32, 10) 28868 epoch: 37868, [Discriminator :: d_loss: 0.735739], [ Generator :: loss: 0.130984] random_index: 2770 (32, 10) 2802 epoch: 37869, [Discriminator :: d_loss: 0.734259], [ Generator :: loss: 0.137877] random_index: 11193 (32, 10) 11225 epoch: 37870, [Discriminator :: d_loss: 0.738443], [ Generator :: loss: 0.147623] random_index: 23623 (32, 10) 23655 epoch: 37871, [Discriminator :: d_loss: 0.738209], [ Generator :: loss: 0.164107] random_index: 8171 (32, 10) 8203 epoch: 37872, [Discriminator :: d_loss: 0.733309], [ Generator :: loss: 0.157044] random_index: 2403 (32, 10) 2435 epoch: 37873, [Discriminator :: d_loss: 0.734901], [ Generator :: loss: 0.138592] random_index: 34357 (32, 10) 34389 epoch: 37874, [Discriminator :: d_loss: 0.727143], [ Generator :: loss: 0.129973] random_index: 8993 (32, 10) 9025 epoch: 37875, [Discriminator :: d_loss: 0.743726], [ Generator :: loss: 0.128395] random_index: 8081 (32, 10) 8113 epoch: 37876, [Discriminator :: d_loss: 0.734290], [ Generator :: loss: 0.134617] random_index: 21886 (32, 10) 21918 epoch: 37877, [Discriminator :: d_loss: 0.733736], [ Generator :: loss: 0.139114] random_index: 8506 (32, 10) 8538 epoch: 37878, [Discriminator :: d_loss: 0.736521], [ Generator :: loss: 0.148616] random_index: 31290 (32, 10) 31322 epoch: 37879, [Discriminator :: d_loss: 0.733579], [ Generator :: loss: 0.150156] random_index: 16071 (32, 10) 16103 epoch: 37880, [Discriminator :: d_loss: 0.731084], [ Generator :: loss: 0.143150] random_index: 40758 (32, 10) 40790 epoch: 37881, [Discriminator :: d_loss: 0.735476], [ Generator :: loss: 0.144632] random_index: 38329 (32, 10) 38361 epoch: 37882, [Discriminator :: d_loss: 0.732587], [ Generator :: loss: 0.141831] random_index: 19390 (32, 10) 19422 epoch: 37883, [Discriminator :: d_loss: 0.734656], [ Generator :: loss: 0.136772] random_index: 18042 (32, 10) 18074 epoch: 37884, [Discriminator :: d_loss: 0.727630], [ Generator :: loss: 0.131187] random_index: 8494 (32, 10) 8526 epoch: 37885, [Discriminator :: d_loss: 0.730029], [ Generator :: loss: 0.129607] random_index: 34412 (32, 10) 34444 epoch: 37886, [Discriminator :: d_loss: 0.735659], [ Generator :: loss: 0.127166] random_index: 33312 (32, 10) 33344 epoch: 37887, [Discriminator :: d_loss: 0.730249], [ Generator :: loss: 0.132882] random_index: 2350 (32, 10) 2382 epoch: 37888, [Discriminator :: d_loss: 0.737752], [ Generator :: loss: 0.140272] random_index: 23147 (32, 10) 23179 epoch: 37889, [Discriminator :: d_loss: 0.728592], [ Generator :: loss: 0.148867] random_index: 19950 (32, 10) 19982 epoch: 37890, [Discriminator :: d_loss: 0.735384], [ Generator :: loss: 0.146421] random_index: 27838 (32, 10) 27870 epoch: 37891, [Discriminator :: d_loss: 0.731415], [ Generator :: loss: 0.149267] random_index: 21483 (32, 10) 21515 epoch: 37892, [Discriminator :: d_loss: 0.724704], [ Generator :: loss: 0.137778] random_index: 3505 (32, 10) 3537 epoch: 37893, [Discriminator :: d_loss: 0.727773], [ Generator :: loss: 0.131608] random_index: 25218 (32, 10) 25250 epoch: 37894, [Discriminator :: d_loss: 0.724914], [ Generator :: loss: 0.123854] random_index: 32498 (32, 10) 32530 epoch: 37895, [Discriminator :: d_loss: 0.727978], [ Generator :: loss: 0.130576] random_index: 28922 (32, 10) 28954 epoch: 37896, [Discriminator :: d_loss: 0.735052], [ Generator :: loss: 0.135798] random_index: 12715 (32, 10) 12747 epoch: 37897, [Discriminator :: d_loss: 0.731734], [ Generator :: loss: 0.145331] random_index: 26599 (32, 10) 26631 epoch: 37898, [Discriminator :: d_loss: 0.740561], [ Generator :: loss: 0.153251] random_index: 20461 (32, 10) 20493 epoch: 37899, [Discriminator :: d_loss: 0.729062], [ Generator :: loss: 0.154219] random_index: 6392 (32, 10) 6424 epoch: 37900, [Discriminator :: d_loss: 0.731750], [ Generator :: loss: 0.147964] random_index: 13714 (32, 10) 13746 epoch: 37901, [Discriminator :: d_loss: 0.725991], [ Generator :: loss: 0.140720] random_index: 39444 (32, 10) 39476 epoch: 37902, [Discriminator :: d_loss: 0.722973], [ Generator :: loss: 0.133132] random_index: 22986 (32, 10) 23018 epoch: 37903, [Discriminator :: d_loss: 0.730297], [ Generator :: loss: 0.123368] random_index: 40947 (32, 10) 40979 epoch: 37904, [Discriminator :: d_loss: 0.735220], [ Generator :: loss: 0.128937] random_index: 22162 (32, 10) 22194 epoch: 37905, [Discriminator :: d_loss: 0.734867], [ Generator :: loss: 0.132154] random_index: 12948 (32, 10) 12980 epoch: 37906, [Discriminator :: d_loss: 0.735767], [ Generator :: loss: 0.142298] random_index: 7243 (32, 10) 7275 epoch: 37907, [Discriminator :: d_loss: 0.724685], [ Generator :: loss: 0.153116] random_index: 32387 (32, 10) 32419 epoch: 37908, [Discriminator :: d_loss: 0.738580], [ Generator :: loss: 0.153034] random_index: 29458 (32, 10) 29490 epoch: 37909, [Discriminator :: d_loss: 0.728349], [ Generator :: loss: 0.149800] random_index: 1774 (32, 10) 1806 epoch: 37910, [Discriminator :: d_loss: 0.724684], [ Generator :: loss: 0.144197] random_index: 35 (32, 10) 67 epoch: 37911, [Discriminator :: d_loss: 0.723889], [ Generator :: loss: 0.129961] random_index: 32785 (32, 10) 32817 epoch: 37912, [Discriminator :: d_loss: 0.734430], [ Generator :: loss: 0.126825] random_index: 30731 (32, 10) 30763 epoch: 37913, [Discriminator :: d_loss: 0.729699], [ Generator :: loss: 0.133502] random_index: 10364 (32, 10) 10396 epoch: 37914, [Discriminator :: d_loss: 0.730018], [ Generator :: loss: 0.140748] random_index: 14482 (32, 10) 14514 epoch: 37915, [Discriminator :: d_loss: 0.722805], [ Generator :: loss: 0.150235] random_index: 14337 (32, 10) 14369 epoch: 37916, [Discriminator :: d_loss: 0.734108], [ Generator :: loss: 0.151609] random_index: 25563 (32, 10) 25595 epoch: 37917, [Discriminator :: d_loss: 0.732692], [ Generator :: loss: 0.139111] random_index: 19502 (32, 10) 19534 epoch: 37918, [Discriminator :: d_loss: 0.730674], [ Generator :: loss: 0.144151] random_index: 38798 (32, 10) 38830 epoch: 37919, [Discriminator :: d_loss: 0.731857], [ Generator :: loss: 0.136223] random_index: 20296 (32, 10) 20328 epoch: 37920, [Discriminator :: d_loss: 0.733113], [ Generator :: loss: 0.143778] random_index: 6195 (32, 10) 6227 epoch: 37921, [Discriminator :: d_loss: 0.731507], [ Generator :: loss: 0.137559] random_index: 20731 (32, 10) 20763 epoch: 37922, [Discriminator :: d_loss: 0.732379], [ Generator :: loss: 0.141510] random_index: 12598 (32, 10) 12630 epoch: 37923, [Discriminator :: d_loss: 0.732497], [ Generator :: loss: 0.140838] random_index: 36018 (32, 10) 36050 epoch: 37924, [Discriminator :: d_loss: 0.725218], [ Generator :: loss: 0.140525] random_index: 6028 (32, 10) 6060 epoch: 37925, [Discriminator :: d_loss: 0.730329], [ Generator :: loss: 0.137751] random_index: 35313 (32, 10) 35345 epoch: 37926, [Discriminator :: d_loss: 0.725906], [ Generator :: loss: 0.137806] random_index: 2580 (32, 10) 2612 epoch: 37927, [Discriminator :: d_loss: 0.728099], [ Generator :: loss: 0.136213] random_index: 36645 (32, 10) 36677 epoch: 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0.138869] random_index: 22449 (32, 10) 22481 epoch: 37937, [Discriminator :: d_loss: 0.722409], [ Generator :: loss: 0.142720] random_index: 41082 (32, 10) 41114 epoch: 37938, [Discriminator :: d_loss: 0.723256], [ Generator :: loss: 0.128812] random_index: 6773 (32, 10) 6805 epoch: 37939, [Discriminator :: d_loss: 0.729607], [ Generator :: loss: 0.127379] random_index: 37724 (32, 10) 37756 epoch: 37940, [Discriminator :: d_loss: 0.723676], [ Generator :: loss: 0.130724] random_index: 32625 (32, 10) 32657 epoch: 37941, [Discriminator :: d_loss: 0.734076], [ Generator :: loss: 0.140900] random_index: 16375 (32, 10) 16407 epoch: 37942, [Discriminator :: d_loss: 0.733070], [ Generator :: loss: 0.149724] random_index: 28796 (32, 10) 28828 epoch: 37943, [Discriminator :: d_loss: 0.731065], [ Generator :: loss: 0.155093] random_index: 4860 (32, 10) 4892 epoch: 37944, [Discriminator :: d_loss: 0.729053], [ Generator :: loss: 0.153306] random_index: 31669 (32, 10) 31701 epoch: 37945, [Discriminator :: d_loss: 0.735398], [ Generator :: loss: 0.152545] random_index: 9402 (32, 10) 9434 epoch: 37946, [Discriminator :: d_loss: 0.735716], [ Generator :: loss: 0.148114] random_index: 26659 (32, 10) 26691 epoch: 37947, [Discriminator :: d_loss: 0.728203], [ Generator :: loss: 0.145668] random_index: 7859 (32, 10) 7891 epoch: 37948, [Discriminator :: d_loss: 0.721939], [ Generator :: loss: 0.135833] random_index: 4874 (32, 10) 4906 epoch: 37949, [Discriminator :: d_loss: 0.726562], [ Generator :: loss: 0.137810] random_index: 17024 (32, 10) 17056 epoch: 37950, [Discriminator :: d_loss: 0.736508], [ Generator :: loss: 0.136734] random_index: 12051 (32, 10) 12083 epoch: 37951, [Discriminator :: d_loss: 0.730583], [ Generator :: loss: 0.141529] random_index: 7637 (32, 10) 7669 epoch: 37952, [Discriminator :: d_loss: 0.729732], [ Generator :: loss: 0.140716] random_index: 38045 (32, 10) 38077 epoch: 37953, [Discriminator :: d_loss: 0.727091], [ Generator :: loss: 0.137235] random_index: 3521 (32, 10) 3553 epoch: 37954, [Discriminator :: d_loss: 0.724906], [ Generator :: loss: 0.142910] random_index: 7005 (32, 10) 7037 epoch: 37955, [Discriminator :: d_loss: 0.730308], [ Generator :: loss: 0.144157] random_index: 11803 (32, 10) 11835 epoch: 37956, [Discriminator :: d_loss: 0.735859], [ Generator :: loss: 0.142982] random_index: 12386 (32, 10) 12418 epoch: 37957, [Discriminator :: d_loss: 0.730796], [ Generator :: loss: 0.139339] random_index: 23533 (32, 10) 23565 epoch: 37958, [Discriminator :: d_loss: 0.725505], [ Generator :: loss: 0.132160] random_index: 14649 (32, 10) 14681 epoch: 37959, [Discriminator :: d_loss: 0.730653], [ Generator :: loss: 0.136862] random_index: 2973 (32, 10) 3005 epoch: 37960, [Discriminator :: d_loss: 0.731187], [ Generator :: loss: 0.128554] random_index: 40262 (32, 10) 40294 epoch: 37961, [Discriminator :: d_loss: 0.731203], [ Generator :: loss: 0.131609] random_index: 33065 (32, 10) 33097 epoch: 37962, [Discriminator :: d_loss: 0.738835], [ Generator :: loss: 0.140297] random_index: 9556 (32, 10) 9588 epoch: 37963, [Discriminator :: d_loss: 0.724633], [ Generator :: loss: 0.151094] random_index: 18431 (32, 10) 18463 epoch: 37964, [Discriminator :: d_loss: 0.726741], [ Generator :: loss: 0.148203] random_index: 18924 (32, 10) 18956 epoch: 37965, [Discriminator :: d_loss: 0.736703], [ Generator :: loss: 0.148949] random_index: 24926 (32, 10) 24958 epoch: 37966, [Discriminator :: d_loss: 0.728193], [ Generator :: loss: 0.141336] random_index: 15079 (32, 10) 15111 epoch: 37967, [Discriminator :: d_loss: 0.734813], [ Generator :: loss: 0.138186] random_index: 41218 (32, 10) 41250 epoch: 37968, [Discriminator :: d_loss: 0.724074], [ Generator :: loss: 0.135642] random_index: 12534 (32, 10) 12566 epoch: 37969, [Discriminator :: d_loss: 0.736613], [ Generator :: loss: 0.132840] random_index: 2964 (32, 10) 2996 epoch: 37970, [Discriminator :: d_loss: 0.726209], [ Generator :: loss: 0.137248] random_index: 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0.727432], [ Generator :: loss: 0.125849] random_index: 13575 (32, 10) 13607 epoch: 37980, [Discriminator :: d_loss: 0.735446], [ Generator :: loss: 0.143186] random_index: 1755 (32, 10) 1787 epoch: 37981, [Discriminator :: d_loss: 0.734156], [ Generator :: loss: 0.162011] random_index: 39691 (32, 10) 39723 epoch: 37982, [Discriminator :: d_loss: 0.729131], [ Generator :: loss: 0.163551] random_index: 7342 (32, 10) 7374 epoch: 37983, [Discriminator :: d_loss: 0.729827], [ Generator :: loss: 0.160235] random_index: 33531 (32, 10) 33563 epoch: 37984, [Discriminator :: d_loss: 0.725060], [ Generator :: loss: 0.149734] random_index: 19720 (32, 10) 19752 epoch: 37985, [Discriminator :: d_loss: 0.728162], [ Generator :: loss: 0.129684] random_index: 6841 (32, 10) 6873 epoch: 37986, [Discriminator :: d_loss: 0.728298], [ Generator :: loss: 0.116970] random_index: 22318 (32, 10) 22350 epoch: 37987, [Discriminator :: d_loss: 0.736370], [ Generator :: loss: 0.114152] random_index: 12510 (32, 10) 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Generator :: loss: 0.158268] random_index: 21961 (32, 10) 21993 epoch: 38057, [Discriminator :: d_loss: 0.727513], [ Generator :: loss: 0.155217] random_index: 15627 (32, 10) 15659 epoch: 38058, [Discriminator :: d_loss: 0.735411], [ Generator :: loss: 0.150906] random_index: 17337 (32, 10) 17369 epoch: 38059, [Discriminator :: d_loss: 0.731397], [ Generator :: loss: 0.142968] random_index: 36029 (32, 10) 36061 epoch: 38060, [Discriminator :: d_loss: 0.729088], [ Generator :: loss: 0.131209] random_index: 37255 (32, 10) 37287 epoch: 38061, [Discriminator :: d_loss: 0.723639], [ Generator :: loss: 0.123055] random_index: 16882 (32, 10) 16914 epoch: 38062, [Discriminator :: d_loss: 0.733985], [ Generator :: loss: 0.130931] random_index: 25806 (32, 10) 25838 epoch: 38063, [Discriminator :: d_loss: 0.731035], [ Generator :: loss: 0.128432] random_index: 9904 (32, 10) 9936 epoch: 38064, [Discriminator :: d_loss: 0.720604], [ Generator :: loss: 0.136214] random_index: 23621 (32, 10) 23653 epoch: 38065, [Discriminator :: d_loss: 0.723468], [ Generator :: loss: 0.135115] random_index: 33695 (32, 10) 33727 epoch: 38066, [Discriminator :: d_loss: 0.722552], [ Generator :: loss: 0.145236] random_index: 36255 (32, 10) 36287 epoch: 38067, [Discriminator :: d_loss: 0.730091], [ Generator :: loss: 0.146088] random_index: 39494 (32, 10) 39526 epoch: 38068, [Discriminator :: d_loss: 0.730151], [ Generator :: loss: 0.145619] random_index: 22065 (32, 10) 22097 epoch: 38069, [Discriminator :: d_loss: 0.726368], [ Generator :: loss: 0.140671] random_index: 1955 (32, 10) 1987 epoch: 38070, [Discriminator :: d_loss: 0.726090], [ Generator :: loss: 0.140436] random_index: 17600 (32, 10) 17632 epoch: 38071, [Discriminator :: d_loss: 0.735506], [ Generator :: loss: 0.136349] random_index: 33385 (32, 10) 33417 epoch: 38072, [Discriminator :: d_loss: 0.727194], [ Generator :: loss: 0.131404] random_index: 6230 (32, 10) 6262 epoch: 38073, [Discriminator :: d_loss: 0.754801], [ Generator :: 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0.136505] random_index: 16460 (32, 10) 16492 epoch: 38091, [Discriminator :: d_loss: 0.723951], [ Generator :: loss: 0.137582] random_index: 13761 (32, 10) 13793 epoch: 38092, [Discriminator :: d_loss: 0.730760], [ Generator :: loss: 0.134517] random_index: 11168 (32, 10) 11200 epoch: 38093, [Discriminator :: d_loss: 0.728741], [ Generator :: loss: 0.138208] random_index: 27238 (32, 10) 27270 epoch: 38094, [Discriminator :: d_loss: 0.749635], [ Generator :: loss: 0.142499] random_index: 24760 (32, 10) 24792 epoch: 38095, [Discriminator :: d_loss: 0.731466], [ Generator :: loss: 0.152298] random_index: 10563 (32, 10) 10595 epoch: 38096, [Discriminator :: d_loss: 0.733705], [ Generator :: loss: 0.159962] random_index: 34363 (32, 10) 34395 epoch: 38097, [Discriminator :: d_loss: 0.733779], [ Generator :: loss: 0.158309] random_index: 16258 (32, 10) 16290 epoch: 38098, [Discriminator :: d_loss: 0.734992], [ Generator :: loss: 0.149171] random_index: 14244 (32, 10) 14276 epoch: 38099, 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d_loss: 0.732013], [ Generator :: loss: 0.136814] random_index: 7290 (32, 10) 7322 epoch: 38117, [Discriminator :: d_loss: 0.733585], [ Generator :: loss: 0.138622] random_index: 19373 (32, 10) 19405 epoch: 38118, [Discriminator :: d_loss: 0.735932], [ Generator :: loss: 0.137456] random_index: 15629 (32, 10) 15661 epoch: 38119, [Discriminator :: d_loss: 0.721939], [ Generator :: loss: 0.141573] random_index: 4500 (32, 10) 4532 epoch: 38120, [Discriminator :: d_loss: 0.729871], [ Generator :: loss: 0.139857] random_index: 25776 (32, 10) 25808 epoch: 38121, [Discriminator :: d_loss: 0.727841], [ Generator :: loss: 0.135441] random_index: 16180 (32, 10) 16212 epoch: 38122, [Discriminator :: d_loss: 0.727488], [ Generator :: loss: 0.138929] random_index: 37666 (32, 10) 37698 epoch: 38123, [Discriminator :: d_loss: 0.723395], [ Generator :: loss: 0.140663] random_index: 40319 (32, 10) 40351 epoch: 38124, [Discriminator :: d_loss: 0.731198], [ Generator :: loss: 0.135843] random_index: 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0.734751], [ Generator :: loss: 0.142999] random_index: 5904 (32, 10) 5936 epoch: 38134, [Discriminator :: d_loss: 0.729394], [ Generator :: loss: 0.132833] random_index: 474 (32, 10) 506 epoch: 38135, [Discriminator :: d_loss: 0.739071], [ Generator :: loss: 0.133978] random_index: 16583 (32, 10) 16615 epoch: 38136, [Discriminator :: d_loss: 0.730864], [ Generator :: loss: 0.130055] random_index: 17099 (32, 10) 17131 epoch: 38137, [Discriminator :: d_loss: 0.741497], [ Generator :: loss: 0.134607] random_index: 8725 (32, 10) 8757 epoch: 38138, [Discriminator :: d_loss: 0.742956], [ Generator :: loss: 0.141251] random_index: 12956 (32, 10) 12988 epoch: 38139, [Discriminator :: d_loss: 0.732621], [ Generator :: loss: 0.158852] random_index: 31377 (32, 10) 31409 epoch: 38140, [Discriminator :: d_loss: 0.725840], [ Generator :: loss: 0.154246] random_index: 30652 (32, 10) 30684 epoch: 38141, [Discriminator :: d_loss: 0.733794], [ Generator :: loss: 0.150341] random_index: 16210 (32, 10) 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[Discriminator :: d_loss: 0.733026], [ Generator :: loss: 0.147302] random_index: 23471 (32, 10) 23503 epoch: 38160, [Discriminator :: d_loss: 0.736761], [ Generator :: loss: 0.149968] random_index: 35894 (32, 10) 35926 epoch: 38161, [Discriminator :: d_loss: 0.728842], [ Generator :: loss: 0.145068] random_index: 34102 (32, 10) 34134 epoch: 38162, [Discriminator :: d_loss: 0.738225], [ Generator :: loss: 0.149439] random_index: 13327 (32, 10) 13359 epoch: 38163, [Discriminator :: d_loss: 0.740158], [ Generator :: loss: 0.152378] random_index: 4353 (32, 10) 4385 epoch: 38164, [Discriminator :: d_loss: 0.720425], [ Generator :: loss: 0.142879] random_index: 24665 (32, 10) 24697 epoch: 38165, [Discriminator :: d_loss: 0.731825], [ Generator :: loss: 0.142029] random_index: 33110 (32, 10) 33142 epoch: 38166, [Discriminator :: d_loss: 0.729068], [ Generator :: loss: 0.129693] random_index: 22291 (32, 10) 22323 epoch: 38167, [Discriminator :: d_loss: 0.730687], [ Generator :: loss: 0.127960] random_index: 20980 (32, 10) 21012 epoch: 38168, [Discriminator :: d_loss: 0.733284], [ Generator :: loss: 0.139198] random_index: 20030 (32, 10) 20062 epoch: 38169, [Discriminator :: d_loss: 0.725294], [ Generator :: loss: 0.135378] random_index: 21813 (32, 10) 21845 epoch: 38170, [Discriminator :: d_loss: 0.727967], [ Generator :: loss: 0.145393] random_index: 27729 (32, 10) 27761 epoch: 38171, [Discriminator :: d_loss: 0.722452], [ Generator :: loss: 0.141488] random_index: 17598 (32, 10) 17630 epoch: 38172, [Discriminator :: d_loss: 0.727099], [ Generator :: loss: 0.146791] random_index: 28458 (32, 10) 28490 epoch: 38173, [Discriminator :: d_loss: 0.725459], [ Generator :: loss: 0.141086] random_index: 14680 (32, 10) 14712 epoch: 38174, [Discriminator :: d_loss: 0.726516], [ Generator :: loss: 0.141615] random_index: 6105 (32, 10) 6137 epoch: 38175, [Discriminator :: d_loss: 0.731533], [ Generator :: loss: 0.136712] random_index: 1232 (32, 10) 1264 epoch: 38176, 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loss: 0.149131] random_index: 33345 (32, 10) 33377 epoch: 38228, [Discriminator :: d_loss: 0.736010], [ Generator :: loss: 0.135689] random_index: 34920 (32, 10) 34952 epoch: 38229, [Discriminator :: d_loss: 0.727840], [ Generator :: loss: 0.138688] random_index: 13453 (32, 10) 13485 epoch: 38230, [Discriminator :: d_loss: 0.735273], [ Generator :: loss: 0.133424] random_index: 19970 (32, 10) 20002 epoch: 38231, [Discriminator :: d_loss: 0.730627], [ Generator :: loss: 0.137222] random_index: 19330 (32, 10) 19362 epoch: 38232, [Discriminator :: d_loss: 0.735859], [ Generator :: loss: 0.144387] random_index: 2876 (32, 10) 2908 epoch: 38233, [Discriminator :: d_loss: 0.745331], [ Generator :: loss: 0.149872] random_index: 7684 (32, 10) 7716 epoch: 38234, [Discriminator :: d_loss: 0.731845], [ Generator :: loss: 0.153971] random_index: 34130 (32, 10) 34162 epoch: 38235, [Discriminator :: d_loss: 0.735029], [ Generator :: loss: 0.159922] random_index: 26132 (32, 10) 26164 epoch: 38236, 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d_loss: 0.730737], [ Generator :: loss: 0.129168] random_index: 21540 (32, 10) 21572 epoch: 38254, [Discriminator :: d_loss: 0.737414], [ Generator :: loss: 0.134534] random_index: 5711 (32, 10) 5743 epoch: 38255, [Discriminator :: d_loss: 0.721925], [ Generator :: loss: 0.132256] random_index: 9590 (32, 10) 9622 epoch: 38256, [Discriminator :: d_loss: 0.725903], [ Generator :: loss: 0.136204] random_index: 13206 (32, 10) 13238 epoch: 38257, [Discriminator :: d_loss: 0.736211], [ Generator :: loss: 0.136384] random_index: 29151 (32, 10) 29183 epoch: 38258, [Discriminator :: d_loss: 0.724990], [ Generator :: loss: 0.137881] random_index: 6971 (32, 10) 7003 epoch: 38259, [Discriminator :: d_loss: 0.732386], [ Generator :: loss: 0.135196] random_index: 30603 (32, 10) 30635 epoch: 38260, [Discriminator :: d_loss: 0.731665], [ Generator :: loss: 0.147584] random_index: 14489 (32, 10) 14521 epoch: 38261, [Discriminator :: d_loss: 0.737805], [ Generator :: loss: 0.148949] random_index: 3537 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38322, [Discriminator :: d_loss: 0.731383], [ Generator :: loss: 0.145277] random_index: 33600 (32, 10) 33632 epoch: 38323, [Discriminator :: d_loss: 0.732270], [ Generator :: loss: 0.138237] random_index: 35938 (32, 10) 35970 epoch: 38324, [Discriminator :: d_loss: 0.736983], [ Generator :: loss: 0.133979] random_index: 23696 (32, 10) 23728 epoch: 38325, [Discriminator :: d_loss: 0.737749], [ Generator :: loss: 0.132267] random_index: 12071 (32, 10) 12103 epoch: 38326, [Discriminator :: d_loss: 0.736384], [ Generator :: loss: 0.134073] random_index: 37829 (32, 10) 37861 epoch: 38327, [Discriminator :: d_loss: 0.732709], [ Generator :: loss: 0.140253] random_index: 41030 (32, 10) 41062 epoch: 38328, [Discriminator :: d_loss: 0.725560], [ Generator :: loss: 0.140888] random_index: 39013 (32, 10) 39045 epoch: 38329, [Discriminator :: d_loss: 0.725136], [ Generator :: loss: 0.138601] random_index: 996 (32, 10) 1028 epoch: 38330, [Discriminator :: d_loss: 0.730716], [ Generator :: loss: 0.142499] random_index: 40628 (32, 10) 40660 epoch: 38331, [Discriminator :: d_loss: 0.735260], [ Generator :: loss: 0.132037] random_index: 36341 (32, 10) 36373 epoch: 38332, [Discriminator :: d_loss: 0.734225], [ Generator :: loss: 0.145332] random_index: 16774 (32, 10) 16806 epoch: 38333, [Discriminator :: d_loss: 0.726362], [ Generator :: loss: 0.142612] random_index: 12650 (32, 10) 12682 epoch: 38334, [Discriminator :: d_loss: 0.726374], [ Generator :: loss: 0.137526] random_index: 12689 (32, 10) 12721 epoch: 38335, [Discriminator :: d_loss: 0.728471], [ Generator :: loss: 0.133163] random_index: 7148 (32, 10) 7180 epoch: 38336, [Discriminator :: d_loss: 0.736078], [ Generator :: loss: 0.138158] random_index: 37728 (32, 10) 37760 epoch: 38337, [Discriminator :: d_loss: 0.729582], [ Generator :: loss: 0.140504] random_index: 24532 (32, 10) 24564 epoch: 38338, [Discriminator :: d_loss: 0.733364], [ Generator :: loss: 0.139935] random_index: 3105 (32, 10) 3137 epoch: 38339, [Discriminator :: d_loss: 0.732965], [ Generator :: loss: 0.137170] random_index: 32930 (32, 10) 32962 epoch: 38340, [Discriminator :: d_loss: 0.728129], [ Generator :: loss: 0.132901] random_index: 18996 (32, 10) 19028 epoch: 38341, [Discriminator :: d_loss: 0.725242], [ Generator :: loss: 0.144172] random_index: 6845 (32, 10) 6877 epoch: 38342, [Discriminator :: d_loss: 0.731726], [ Generator :: loss: 0.143351] random_index: 19616 (32, 10) 19648 epoch: 38343, [Discriminator :: d_loss: 0.726130], [ Generator :: loss: 0.137450] random_index: 25542 (32, 10) 25574 epoch: 38344, [Discriminator :: d_loss: 0.725376], [ Generator :: loss: 0.133600] random_index: 8080 (32, 10) 8112 epoch: 38345, [Discriminator :: d_loss: 0.728405], [ Generator :: loss: 0.137239] random_index: 39390 (32, 10) 39422 epoch: 38346, [Discriminator :: d_loss: 0.725641], [ Generator :: loss: 0.138682] random_index: 8256 (32, 10) 8288 epoch: 38347, [Discriminator :: d_loss: 0.733646], [ Generator :: loss: 0.140395] random_index: 2021 (32, 10) 2053 epoch: 38348, [Discriminator :: d_loss: 0.726156], [ Generator :: loss: 0.135334] random_index: 26588 (32, 10) 26620 epoch: 38349, [Discriminator :: d_loss: 0.733228], [ Generator :: loss: 0.136059] random_index: 13117 (32, 10) 13149 epoch: 38350, [Discriminator :: d_loss: 0.726421], [ Generator :: loss: 0.139993] random_index: 11495 (32, 10) 11527 epoch: 38351, [Discriminator :: d_loss: 0.726727], [ Generator :: loss: 0.141562] random_index: 2106 (32, 10) 2138 epoch: 38352, [Discriminator :: d_loss: 0.727168], [ Generator :: loss: 0.135079] random_index: 2870 (32, 10) 2902 epoch: 38353, [Discriminator :: d_loss: 0.741029], [ Generator :: loss: 0.142214] random_index: 20291 (32, 10) 20323 epoch: 38354, [Discriminator :: d_loss: 0.727929], [ Generator :: loss: 0.140077] random_index: 703 (32, 10) 735 epoch: 38355, [Discriminator :: d_loss: 0.736417], [ Generator :: loss: 0.147446] random_index: 17875 (32, 10) 17907 epoch: 38356, [Discriminator :: d_loss: 0.740502], [ Generator :: loss: 0.150143] random_index: 38964 (32, 10) 38996 epoch: 38357, [Discriminator :: d_loss: 0.729503], [ Generator :: loss: 0.142502] random_index: 18127 (32, 10) 18159 epoch: 38358, [Discriminator :: d_loss: 0.719605], [ Generator :: loss: 0.142391] random_index: 9299 (32, 10) 9331 epoch: 38359, [Discriminator :: d_loss: 0.727590], [ Generator :: loss: 0.128232] random_index: 28539 (32, 10) 28571 epoch: 38360, [Discriminator :: d_loss: 0.733855], [ Generator :: loss: 0.127210] random_index: 35331 (32, 10) 35363 epoch: 38361, [Discriminator :: d_loss: 0.724676], [ Generator :: loss: 0.136049] random_index: 35925 (32, 10) 35957 epoch: 38362, [Discriminator :: d_loss: 0.726120], [ Generator :: loss: 0.146803] random_index: 33711 (32, 10) 33743 epoch: 38363, [Discriminator :: d_loss: 0.728838], [ Generator :: loss: 0.159713] random_index: 11630 (32, 10) 11662 epoch: 38364, [Discriminator :: d_loss: 0.729664], [ Generator :: loss: 0.164651] random_index: 7981 (32, 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Generator :: loss: 0.148077] random_index: 35787 (32, 10) 35819 epoch: 38374, [Discriminator :: d_loss: 0.733175], [ Generator :: loss: 0.143918] random_index: 21131 (32, 10) 21163 epoch: 38375, [Discriminator :: d_loss: 0.727520], [ Generator :: loss: 0.141736] random_index: 942 (32, 10) 974 epoch: 38376, [Discriminator :: d_loss: 0.733628], [ Generator :: loss: 0.139919] random_index: 11300 (32, 10) 11332 epoch: 38377, [Discriminator :: d_loss: 0.730238], [ Generator :: loss: 0.132321] random_index: 11426 (32, 10) 11458 epoch: 38378, [Discriminator :: d_loss: 0.730527], [ Generator :: loss: 0.144011] random_index: 27600 (32, 10) 27632 epoch: 38379, [Discriminator :: d_loss: 0.726220], [ Generator :: loss: 0.136153] random_index: 36521 (32, 10) 36553 epoch: 38380, [Discriminator :: d_loss: 0.729038], [ Generator :: loss: 0.139118] random_index: 18906 (32, 10) 18938 epoch: 38381, [Discriminator :: d_loss: 0.741979], [ Generator :: loss: 0.151831] random_index: 31843 (32, 10) 31875 epoch: 38382, [Discriminator :: d_loss: 0.731767], [ Generator :: loss: 0.154437] random_index: 14797 (32, 10) 14829 epoch: 38383, [Discriminator :: d_loss: 0.736165], [ Generator :: loss: 0.156756] random_index: 8771 (32, 10) 8803 epoch: 38384, [Discriminator :: d_loss: 0.724917], [ Generator :: loss: 0.144937] random_index: 36993 (32, 10) 37025 epoch: 38385, [Discriminator :: d_loss: 0.733541], [ Generator :: loss: 0.133115] random_index: 33949 (32, 10) 33981 epoch: 38386, [Discriminator :: d_loss: 0.726826], [ Generator :: loss: 0.128610] random_index: 32884 (32, 10) 32916 epoch: 38387, [Discriminator :: d_loss: 0.742540], [ Generator :: loss: 0.129613] random_index: 25400 (32, 10) 25432 epoch: 38388, [Discriminator :: d_loss: 0.727122], [ Generator :: loss: 0.134207] random_index: 21384 (32, 10) 21416 epoch: 38389, [Discriminator :: d_loss: 0.724300], [ Generator :: loss: 0.137569] random_index: 21040 (32, 10) 21072 epoch: 38390, [Discriminator :: d_loss: 0.725294], [ Generator :: loss: 0.146144] random_index: 33658 (32, 10) 33690 epoch: 38391, [Discriminator :: d_loss: 0.731027], [ Generator :: loss: 0.147862] random_index: 1116 (32, 10) 1148 epoch: 38392, [Discriminator :: d_loss: 0.730372], [ Generator :: loss: 0.150641] random_index: 7117 (32, 10) 7149 epoch: 38393, [Discriminator :: d_loss: 0.727610], [ Generator :: loss: 0.149981] random_index: 14995 (32, 10) 15027 epoch: 38394, [Discriminator :: d_loss: 0.724891], [ Generator :: loss: 0.143957] random_index: 39841 (32, 10) 39873 epoch: 38395, [Discriminator :: d_loss: 0.720263], [ Generator :: loss: 0.134371] random_index: 35820 (32, 10) 35852 epoch: 38396, [Discriminator :: d_loss: 0.724620], [ Generator :: loss: 0.135106] random_index: 14782 (32, 10) 14814 epoch: 38397, [Discriminator :: d_loss: 0.737993], [ Generator :: loss: 0.129955] random_index: 40743 (32, 10) 40775 epoch: 38398, [Discriminator :: d_loss: 0.733109], [ Generator :: loss: 0.148965] random_index: 4717 (32, 10) 4749 epoch: 38399, [Discriminator :: d_loss: 0.727568], [ Generator :: loss: 0.152383] random_index: 37179 (32, 10) 37211 epoch: 38400, [Discriminator :: d_loss: 0.736531], [ Generator :: loss: 0.158309] random_index: 7233 (32, 10) 7265 epoch: 38401, [Discriminator :: d_loss: 0.731939], [ Generator :: loss: 0.152987] random_index: 18192 (32, 10) 18224 epoch: 38402, [Discriminator :: d_loss: 0.724730], [ Generator :: loss: 0.154028] random_index: 15794 (32, 10) 15826 epoch: 38403, [Discriminator :: d_loss: 0.735416], [ Generator :: loss: 0.137545] random_index: 28058 (32, 10) 28090 epoch: 38404, [Discriminator :: d_loss: 0.725289], [ Generator :: loss: 0.143396] random_index: 2272 (32, 10) 2304 epoch: 38405, [Discriminator :: d_loss: 0.731710], [ Generator :: loss: 0.134639] random_index: 12605 (32, 10) 12637 epoch: 38406, [Discriminator :: d_loss: 0.731291], [ Generator :: loss: 0.135935] random_index: 26980 (32, 10) 27012 epoch: 38407, [Discriminator :: d_loss: 0.722428], [ Generator :: loss: 0.143332] random_index: 36485 (32, 10) 36517 epoch: 38408, [Discriminator :: d_loss: 0.729789], [ Generator :: loss: 0.143277] random_index: 36747 (32, 10) 36779 epoch: 38409, [Discriminator :: d_loss: 0.734459], [ Generator :: loss: 0.151236] random_index: 24902 (32, 10) 24934 epoch: 38410, [Discriminator :: d_loss: 0.734697], [ Generator :: loss: 0.143977] random_index: 29918 (32, 10) 29950 epoch: 38411, [Discriminator :: d_loss: 0.735740], [ Generator :: loss: 0.145755] random_index: 21218 (32, 10) 21250 epoch: 38412, [Discriminator :: d_loss: 0.730721], [ Generator :: loss: 0.147552] random_index: 34100 (32, 10) 34132 epoch: 38413, [Discriminator :: d_loss: 0.727588], [ Generator :: loss: 0.131698] random_index: 2426 (32, 10) 2458 epoch: 38414, [Discriminator :: d_loss: 0.722805], [ Generator :: loss: 0.126133] random_index: 4415 (32, 10) 4447 epoch: 38415, [Discriminator :: d_loss: 0.731962], [ Generator :: loss: 0.130016] random_index: 5712 (32, 10) 5744 epoch: 38416, [Discriminator :: d_loss: 0.737017], [ Generator :: loss: 0.134807] random_index: 38353 (32, 10) 38385 epoch: 38417, [Discriminator :: d_loss: 0.727610], [ Generator :: loss: 0.158776] random_index: 10339 (32, 10) 10371 epoch: 38418, [Discriminator :: d_loss: 0.724447], [ Generator :: loss: 0.148378] random_index: 8557 (32, 10) 8589 epoch: 38419, [Discriminator :: d_loss: 0.730811], [ Generator :: loss: 0.150451] random_index: 13815 (32, 10) 13847 epoch: 38420, [Discriminator :: d_loss: 0.728547], [ Generator :: loss: 0.143663] random_index: 13510 (32, 10) 13542 epoch: 38421, [Discriminator :: d_loss: 0.724152], [ Generator :: loss: 0.139485] random_index: 12504 (32, 10) 12536 epoch: 38422, [Discriminator :: d_loss: 0.730963], [ Generator :: loss: 0.137871] random_index: 33407 (32, 10) 33439 epoch: 38423, [Discriminator :: d_loss: 0.731003], [ Generator :: loss: 0.132770] random_index: 41044 (32, 10) 41076 epoch: 38424, [Discriminator :: d_loss: 0.731264], [ Generator :: loss: 0.135697] random_index: 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epoch: 38442, [Discriminator :: d_loss: 0.730689], [ Generator :: loss: 0.142938] random_index: 24495 (32, 10) 24527 epoch: 38443, [Discriminator :: d_loss: 0.735457], [ Generator :: loss: 0.143999] random_index: 3960 (32, 10) 3992 epoch: 38444, [Discriminator :: d_loss: 0.729744], [ Generator :: loss: 0.138852] random_index: 24746 (32, 10) 24778 epoch: 38445, [Discriminator :: d_loss: 0.733541], [ Generator :: loss: 0.143531] random_index: 37423 (32, 10) 37455 epoch: 38446, [Discriminator :: d_loss: 0.732139], [ Generator :: loss: 0.148019] random_index: 23731 (32, 10) 23763 epoch: 38447, [Discriminator :: d_loss: 0.728108], [ Generator :: loss: 0.140053] random_index: 19271 (32, 10) 19303 epoch: 38448, [Discriminator :: d_loss: 0.729424], [ Generator :: loss: 0.138345] random_index: 31345 (32, 10) 31377 epoch: 38449, [Discriminator :: d_loss: 0.724455], [ Generator :: loss: 0.132879] random_index: 24585 (32, 10) 24617 epoch: 38450, [Discriminator :: d_loss: 0.725760], [ Generator :: loss: 0.130721] random_index: 41640 (32, 10) 41672 epoch: 38451, [Discriminator :: d_loss: 0.731499], [ Generator :: loss: 0.126241] random_index: 16496 (32, 10) 16528 epoch: 38452, [Discriminator :: d_loss: 0.735571], [ Generator :: loss: 0.130538] random_index: 36741 (32, 10) 36773 epoch: 38453, [Discriminator :: d_loss: 0.732954], [ Generator :: loss: 0.138582] random_index: 40997 (32, 10) 41029 epoch: 38454, [Discriminator :: d_loss: 0.735645], [ Generator :: loss: 0.148355] random_index: 26090 (32, 10) 26122 epoch: 38455, [Discriminator :: d_loss: 0.729390], [ Generator :: loss: 0.148865] random_index: 9522 (32, 10) 9554 epoch: 38456, [Discriminator :: d_loss: 0.738947], [ Generator :: loss: 0.160331] random_index: 24487 (32, 10) 24519 epoch: 38457, [Discriminator :: d_loss: 0.732245], [ Generator :: loss: 0.156803] random_index: 2801 (32, 10) 2833 epoch: 38458, [Discriminator :: d_loss: 0.733877], [ Generator :: loss: 0.145542] random_index: 33605 (32, 10) 33637 epoch: 38459, [Discriminator :: d_loss: 0.726789], [ Generator :: loss: 0.142831] random_index: 3254 (32, 10) 3286 epoch: 38460, [Discriminator :: d_loss: 0.731840], [ Generator :: loss: 0.134019] random_index: 30433 (32, 10) 30465 epoch: 38461, [Discriminator :: d_loss: 0.736730], [ Generator :: loss: 0.123749] random_index: 27578 (32, 10) 27610 epoch: 38462, [Discriminator :: d_loss: 0.732485], [ Generator :: loss: 0.126435] random_index: 30955 (32, 10) 30987 epoch: 38463, [Discriminator :: d_loss: 0.726146], [ Generator :: loss: 0.130571] random_index: 16075 (32, 10) 16107 epoch: 38464, [Discriminator :: d_loss: 0.731905], [ Generator :: loss: 0.137366] random_index: 20341 (32, 10) 20373 epoch: 38465, [Discriminator :: d_loss: 0.731104], [ Generator :: loss: 0.138754] random_index: 28580 (32, 10) 28612 epoch: 38466, [Discriminator :: d_loss: 0.736231], [ Generator :: loss: 0.139582] random_index: 33379 (32, 10) 33411 epoch: 38467, [Discriminator :: d_loss: 0.735936], [ Generator :: loss: 0.144594] random_index: 4407 (32, 10) 4439 epoch: 38468, [Discriminator :: d_loss: 0.734437], [ Generator :: loss: 0.145156] random_index: 30685 (32, 10) 30717 epoch: 38469, [Discriminator :: d_loss: 0.734853], [ Generator :: loss: 0.139347] random_index: 27512 (32, 10) 27544 epoch: 38470, [Discriminator :: d_loss: 0.730122], [ Generator :: loss: 0.138593] random_index: 17201 (32, 10) 17233 epoch: 38471, [Discriminator :: d_loss: 0.727675], [ Generator :: loss: 0.128724] random_index: 38921 (32, 10) 38953 epoch: 38472, [Discriminator :: d_loss: 0.742647], [ Generator :: loss: 0.124846] random_index: 22515 (32, 10) 22547 epoch: 38473, [Discriminator :: d_loss: 0.738930], [ Generator :: loss: 0.133647] random_index: 610 (32, 10) 642 epoch: 38474, [Discriminator :: d_loss: 0.732182], [ Generator :: loss: 0.134980] random_index: 25527 (32, 10) 25559 epoch: 38475, [Discriminator :: d_loss: 0.729794], [ Generator :: loss: 0.141383] random_index: 38201 (32, 10) 38233 epoch: 38476, [Discriminator :: d_loss: 0.738741], [ Generator :: loss: 0.144369] random_index: 38370 (32, 10) 38402 epoch: 38477, [Discriminator :: d_loss: 0.734136], [ Generator :: loss: 0.141877] random_index: 16115 (32, 10) 16147 epoch: 38478, [Discriminator :: d_loss: 0.726492], [ Generator :: loss: 0.140899] random_index: 12947 (32, 10) 12979 epoch: 38479, [Discriminator :: d_loss: 0.734678], [ Generator :: loss: 0.131721] random_index: 18393 (32, 10) 18425 epoch: 38480, [Discriminator :: d_loss: 0.728760], [ Generator :: loss: 0.134965] random_index: 5530 (32, 10) 5562 epoch: 38481, [Discriminator :: d_loss: 0.738569], [ Generator :: loss: 0.131491] random_index: 15073 (32, 10) 15105 epoch: 38482, [Discriminator :: d_loss: 0.728285], [ Generator :: loss: 0.129268] random_index: 6199 (32, 10) 6231 epoch: 38483, [Discriminator :: d_loss: 0.729442], [ Generator :: loss: 0.132155] random_index: 25484 (32, 10) 25516 epoch: 38484, [Discriminator :: d_loss: 0.736130], [ Generator :: loss: 0.138929] 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d_loss: 0.727875], [ Generator :: loss: 0.128909] random_index: 39757 (32, 10) 39789 epoch: 38494, [Discriminator :: d_loss: 0.736236], [ Generator :: loss: 0.133250] random_index: 26824 (32, 10) 26856 epoch: 38495, [Discriminator :: d_loss: 0.727360], [ Generator :: loss: 0.136965] random_index: 39783 (32, 10) 39815 epoch: 38496, [Discriminator :: d_loss: 0.729524], [ Generator :: loss: 0.148952] random_index: 35651 (32, 10) 35683 epoch: 38497, [Discriminator :: d_loss: 0.728483], [ Generator :: loss: 0.144890] random_index: 3352 (32, 10) 3384 epoch: 38498, [Discriminator :: d_loss: 0.732994], [ Generator :: loss: 0.143604] random_index: 30284 (32, 10) 30316 epoch: 38499, [Discriminator :: d_loss: 0.724379], [ Generator :: loss: 0.145035] random_index: 19371 (32, 10) 19403 epoch: 38500, [Discriminator :: d_loss: 0.729637], [ Generator :: loss: 0.146596] random_index: 16863 (32, 10) 16895 epoch: 38501, [Discriminator :: d_loss: 0.725850], [ Generator :: loss: 0.138372] random_index: 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Generator :: loss: 0.123088] random_index: 11716 (32, 10) 11748 epoch: 38528, [Discriminator :: d_loss: 0.732264], [ Generator :: loss: 0.124993] random_index: 21500 (32, 10) 21532 epoch: 38529, [Discriminator :: d_loss: 0.729646], [ Generator :: loss: 0.125057] random_index: 32362 (32, 10) 32394 epoch: 38530, [Discriminator :: d_loss: 0.724703], [ Generator :: loss: 0.128550] random_index: 2079 (32, 10) 2111 epoch: 38531, [Discriminator :: d_loss: 0.733823], [ Generator :: loss: 0.139583] random_index: 23614 (32, 10) 23646 epoch: 38532, [Discriminator :: d_loss: 0.728336], [ Generator :: loss: 0.153565] random_index: 36489 (32, 10) 36521 epoch: 38533, [Discriminator :: d_loss: 0.728908], [ Generator :: loss: 0.146510] random_index: 20947 (32, 10) 20979 epoch: 38534, [Discriminator :: d_loss: 0.733427], [ Generator :: loss: 0.143567] random_index: 35095 (32, 10) 35127 epoch: 38535, [Discriminator :: d_loss: 0.735822], [ Generator :: loss: 0.137959] random_index: 32929 (32, 10) 32961 epoch: 38536, [Discriminator :: d_loss: 0.726401], [ Generator :: loss: 0.135662] random_index: 17367 (32, 10) 17399 epoch: 38537, [Discriminator :: d_loss: 0.729179], [ Generator :: loss: 0.138812] random_index: 18048 (32, 10) 18080 epoch: 38538, [Discriminator :: d_loss: 0.718864], [ Generator :: loss: 0.136125] random_index: 19883 (32, 10) 19915 epoch: 38539, [Discriminator :: d_loss: 0.730772], [ Generator :: loss: 0.134387] random_index: 34755 (32, 10) 34787 epoch: 38540, [Discriminator :: d_loss: 0.730580], [ Generator :: loss: 0.139803] random_index: 8234 (32, 10) 8266 epoch: 38541, [Discriminator :: d_loss: 0.725742], [ Generator :: loss: 0.136768] random_index: 34614 (32, 10) 34646 epoch: 38542, [Discriminator :: d_loss: 0.735214], [ Generator :: loss: 0.140692] random_index: 15624 (32, 10) 15656 epoch: 38543, [Discriminator :: d_loss: 0.721502], [ Generator :: loss: 0.134226] random_index: 36520 (32, 10) 36552 epoch: 38544, [Discriminator :: d_loss: 0.726385], [ Generator :: loss: 0.142145] random_index: 37928 (32, 10) 37960 epoch: 38545, [Discriminator :: d_loss: 0.722008], [ Generator :: loss: 0.141726] random_index: 18096 (32, 10) 18128 epoch: 38546, [Discriminator :: d_loss: 0.724784], [ Generator :: loss: 0.135457] random_index: 4602 (32, 10) 4634 epoch: 38547, [Discriminator :: d_loss: 0.719625], [ Generator :: loss: 0.145459] random_index: 6838 (32, 10) 6870 epoch: 38548, [Discriminator :: d_loss: 0.733164], [ Generator :: loss: 0.142354] random_index: 31531 (32, 10) 31563 epoch: 38549, [Discriminator :: d_loss: 0.728263], [ Generator :: loss: 0.135209] random_index: 14205 (32, 10) 14237 epoch: 38550, [Discriminator :: d_loss: 0.725066], [ Generator :: loss: 0.134973] random_index: 7660 (32, 10) 7692 epoch: 38551, [Discriminator :: d_loss: 0.725098], [ Generator :: loss: 0.136202] random_index: 18467 (32, 10) 18499 epoch: 38552, [Discriminator :: d_loss: 0.729499], [ Generator :: loss: 0.140541] random_index: 2177 (32, 10) 2209 epoch: 38553, [Discriminator :: d_loss: 0.725201], [ Generator :: loss: 0.134450] random_index: 29104 (32, 10) 29136 epoch: 38554, [Discriminator :: d_loss: 0.732983], [ Generator :: loss: 0.137191] random_index: 10824 (32, 10) 10856 epoch: 38555, [Discriminator :: d_loss: 0.727148], [ Generator :: loss: 0.144808] random_index: 10874 (32, 10) 10906 epoch: 38556, [Discriminator :: d_loss: 0.735443], [ Generator :: loss: 0.153009] random_index: 14255 (32, 10) 14287 epoch: 38557, [Discriminator :: d_loss: 0.728613], [ Generator :: loss: 0.147166] random_index: 5970 (32, 10) 6002 epoch: 38558, [Discriminator :: d_loss: 0.733053], [ Generator :: loss: 0.153156] random_index: 38977 (32, 10) 39009 epoch: 38559, [Discriminator :: d_loss: 0.722909], [ Generator :: loss: 0.146974] random_index: 24499 (32, 10) 24531 epoch: 38560, [Discriminator :: d_loss: 0.729403], [ Generator :: loss: 0.137256] random_index: 12101 (32, 10) 12133 epoch: 38561, [Discriminator :: d_loss: 0.729149], [ Generator :: loss: 0.133791] random_index: 31801 (32, 10) 31833 epoch: 38562, [Discriminator :: d_loss: 0.736546], [ Generator :: loss: 0.135722] random_index: 26107 (32, 10) 26139 epoch: 38563, [Discriminator :: d_loss: 0.727856], [ Generator :: loss: 0.149963] random_index: 28552 (32, 10) 28584 epoch: 38564, [Discriminator :: d_loss: 0.741906], [ Generator :: loss: 0.150228] random_index: 30962 (32, 10) 30994 epoch: 38565, [Discriminator :: d_loss: 0.728861], [ Generator :: loss: 0.142856] random_index: 15103 (32, 10) 15135 epoch: 38566, [Discriminator :: d_loss: 0.734487], [ Generator :: loss: 0.136663] random_index: 26630 (32, 10) 26662 epoch: 38567, [Discriminator :: d_loss: 0.732423], [ Generator :: loss: 0.133090] random_index: 18108 (32, 10) 18140 epoch: 38568, [Discriminator :: d_loss: 0.725165], [ Generator :: loss: 0.134463] random_index: 1114 (32, 10) 1146 epoch: 38569, [Discriminator :: d_loss: 0.729515], [ Generator :: loss: 0.138835] random_index: 18507 (32, 10) 18539 epoch: 38570, 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0.147094] random_index: 28929 (32, 10) 28961 epoch: 38579, [Discriminator :: d_loss: 0.729685], [ Generator :: loss: 0.148854] random_index: 9108 (32, 10) 9140 epoch: 38580, [Discriminator :: d_loss: 0.736362], [ Generator :: loss: 0.155073] random_index: 36438 (32, 10) 36470 epoch: 38581, [Discriminator :: d_loss: 0.739182], [ Generator :: loss: 0.142076] random_index: 7641 (32, 10) 7673 epoch: 38582, [Discriminator :: d_loss: 0.733350], [ Generator :: loss: 0.138309] random_index: 27879 (32, 10) 27911 epoch: 38583, [Discriminator :: d_loss: 0.736416], [ Generator :: loss: 0.138560] random_index: 10395 (32, 10) 10427 epoch: 38584, [Discriminator :: d_loss: 0.732487], [ Generator :: loss: 0.129363] random_index: 26956 (32, 10) 26988 epoch: 38585, [Discriminator :: d_loss: 0.730479], [ Generator :: loss: 0.129896] random_index: 38976 (32, 10) 39008 epoch: 38586, [Discriminator :: d_loss: 0.726520], [ Generator :: loss: 0.133096] random_index: 11928 (32, 10) 11960 epoch: 38587, [Discriminator :: d_loss: 0.733219], [ Generator :: loss: 0.138779] random_index: 35563 (32, 10) 35595 epoch: 38588, [Discriminator :: d_loss: 0.729268], [ Generator :: loss: 0.149573] random_index: 13528 (32, 10) 13560 epoch: 38589, [Discriminator :: d_loss: 0.729362], [ Generator :: loss: 0.144092] random_index: 28797 (32, 10) 28829 epoch: 38590, [Discriminator :: d_loss: 0.734587], [ Generator :: loss: 0.153315] random_index: 18399 (32, 10) 18431 epoch: 38591, [Discriminator :: d_loss: 0.726784], [ Generator :: loss: 0.142753] random_index: 34587 (32, 10) 34619 epoch: 38592, [Discriminator :: d_loss: 0.730924], [ Generator :: loss: 0.146411] random_index: 11126 (32, 10) 11158 epoch: 38593, [Discriminator :: d_loss: 0.727147], [ Generator :: loss: 0.133296] random_index: 30631 (32, 10) 30663 epoch: 38594, [Discriminator :: d_loss: 0.722500], [ Generator :: loss: 0.128848] random_index: 7627 (32, 10) 7659 epoch: 38595, [Discriminator :: d_loss: 0.725756], [ Generator :: loss: 0.133798] random_index: 16493 (32, 10) 16525 epoch: 38596, [Discriminator :: d_loss: 0.726574], [ Generator :: loss: 0.132122] random_index: 20399 (32, 10) 20431 epoch: 38597, [Discriminator :: d_loss: 0.727413], [ Generator :: loss: 0.137285] random_index: 9675 (32, 10) 9707 epoch: 38598, [Discriminator :: d_loss: 0.734068], [ Generator :: loss: 0.148060] random_index: 1712 (32, 10) 1744 epoch: 38599, [Discriminator :: d_loss: 0.724605], [ Generator :: loss: 0.152235] random_index: 13221 (32, 10) 13253 epoch: 38600, [Discriminator :: d_loss: 0.733521], [ Generator :: loss: 0.147040] random_index: 6806 (32, 10) 6838 epoch: 38601, [Discriminator :: d_loss: 0.729170], [ Generator :: loss: 0.139382] random_index: 18887 (32, 10) 18919 epoch: 38602, [Discriminator :: d_loss: 0.728000], [ Generator :: loss: 0.131435] random_index: 7388 (32, 10) 7420 epoch: 38603, [Discriminator :: d_loss: 0.725799], [ Generator :: loss: 0.132215] random_index: 19246 (32, 10) 19278 epoch: 38604, [Discriminator :: d_loss: 0.728738], [ Generator :: loss: 0.127604] random_index: 25140 (32, 10) 25172 epoch: 38605, [Discriminator :: d_loss: 0.735630], [ Generator :: loss: 0.135481] random_index: 37703 (32, 10) 37735 epoch: 38606, [Discriminator :: d_loss: 0.725296], [ Generator :: loss: 0.145269] random_index: 17890 (32, 10) 17922 epoch: 38607, [Discriminator :: d_loss: 0.725093], [ Generator :: loss: 0.141565] random_index: 21946 (32, 10) 21978 epoch: 38608, [Discriminator :: d_loss: 0.728345], [ Generator :: loss: 0.144465] random_index: 33190 (32, 10) 33222 epoch: 38609, [Discriminator :: d_loss: 0.729589], [ Generator :: loss: 0.153339] random_index: 143 (32, 10) 175 epoch: 38610, [Discriminator :: d_loss: 0.729424], [ Generator :: loss: 0.143072] random_index: 27914 (32, 10) 27946 epoch: 38611, [Discriminator :: d_loss: 0.736487], [ Generator :: loss: 0.145973] random_index: 14077 (32, 10) 14109 epoch: 38612, [Discriminator :: d_loss: 0.735090], [ Generator :: loss: 0.136650] 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d_loss: 0.734781], [ Generator :: loss: 0.137069] random_index: 20786 (32, 10) 20818 epoch: 38622, [Discriminator :: d_loss: 0.729894], [ Generator :: loss: 0.138359] random_index: 26859 (32, 10) 26891 epoch: 38623, [Discriminator :: d_loss: 0.742104], [ Generator :: loss: 0.142559] random_index: 14837 (32, 10) 14869 epoch: 38624, [Discriminator :: d_loss: 0.732703], [ Generator :: loss: 0.147482] random_index: 39171 (32, 10) 39203 epoch: 38625, [Discriminator :: d_loss: 0.732054], [ Generator :: loss: 0.140905] random_index: 39592 (32, 10) 39624 epoch: 38626, [Discriminator :: d_loss: 0.734225], [ Generator :: loss: 0.145370] random_index: 28124 (32, 10) 28156 epoch: 38627, [Discriminator :: d_loss: 0.728755], [ Generator :: loss: 0.137275] random_index: 41668 (32, 10) 41700 epoch: 38628, [Discriminator :: d_loss: 0.735339], [ Generator :: loss: 0.136517] random_index: 1159 (32, 10) 1191 epoch: 38629, [Discriminator :: d_loss: 0.721422], [ Generator :: loss: 0.137050] random_index: 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loss: 0.135305] random_index: 24307 (32, 10) 24339 epoch: 38656, [Discriminator :: d_loss: 0.734709], [ Generator :: loss: 0.144043] random_index: 27586 (32, 10) 27618 epoch: 38657, [Discriminator :: d_loss: 0.728576], [ Generator :: loss: 0.157594] random_index: 36879 (32, 10) 36911 epoch: 38658, [Discriminator :: d_loss: 0.732868], [ Generator :: loss: 0.154159] random_index: 34813 (32, 10) 34845 epoch: 38659, [Discriminator :: d_loss: 0.735233], [ Generator :: loss: 0.149912] random_index: 10493 (32, 10) 10525 epoch: 38660, [Discriminator :: d_loss: 0.741849], [ Generator :: loss: 0.142745] random_index: 13994 (32, 10) 14026 epoch: 38661, [Discriminator :: d_loss: 0.725631], [ Generator :: loss: 0.137611] random_index: 6875 (32, 10) 6907 epoch: 38662, [Discriminator :: d_loss: 0.729180], [ Generator :: loss: 0.137500] random_index: 32862 (32, 10) 32894 epoch: 38663, [Discriminator :: d_loss: 0.727805], [ Generator :: loss: 0.135368] random_index: 21316 (32, 10) 21348 epoch: 38664, 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d_loss: 0.724653], [ Generator :: loss: 0.136385] random_index: 28859 (32, 10) 28891 epoch: 38682, [Discriminator :: d_loss: 0.726653], [ Generator :: loss: 0.137119] random_index: 7938 (32, 10) 7970 epoch: 38683, [Discriminator :: d_loss: 0.723808], [ Generator :: loss: 0.138411] random_index: 34036 (32, 10) 34068 epoch: 38684, [Discriminator :: d_loss: 0.731152], [ Generator :: loss: 0.140803] random_index: 25450 (32, 10) 25482 epoch: 38685, [Discriminator :: d_loss: 0.740657], [ Generator :: loss: 0.154951] random_index: 6907 (32, 10) 6939 epoch: 38686, [Discriminator :: d_loss: 0.724372], [ Generator :: loss: 0.155027] random_index: 16760 (32, 10) 16792 epoch: 38687, [Discriminator :: d_loss: 0.725367], [ Generator :: loss: 0.149800] random_index: 2569 (32, 10) 2601 epoch: 38688, [Discriminator :: d_loss: 0.731617], [ Generator :: loss: 0.142044] random_index: 5905 (32, 10) 5937 epoch: 38689, [Discriminator :: d_loss: 0.723973], [ Generator :: loss: 0.127802] random_index: 15788 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Generator :: loss: 0.125395] random_index: 21735 (32, 10) 21767 epoch: 38699, [Discriminator :: d_loss: 0.729674], [ Generator :: loss: 0.132389] random_index: 20426 (32, 10) 20458 epoch: 38700, [Discriminator :: d_loss: 0.735677], [ Generator :: loss: 0.151887] random_index: 25492 (32, 10) 25524 epoch: 38701, [Discriminator :: d_loss: 0.729542], [ Generator :: loss: 0.158537] random_index: 17852 (32, 10) 17884 epoch: 38702, [Discriminator :: d_loss: 0.733498], [ Generator :: loss: 0.157801] random_index: 2396 (32, 10) 2428 epoch: 38703, [Discriminator :: d_loss: 0.730459], [ Generator :: loss: 0.141449] random_index: 35963 (32, 10) 35995 epoch: 38704, [Discriminator :: d_loss: 0.729197], [ Generator :: loss: 0.141177] random_index: 18720 (32, 10) 18752 epoch: 38705, [Discriminator :: d_loss: 0.732811], [ Generator :: loss: 0.137303] random_index: 2520 (32, 10) 2552 epoch: 38706, [Discriminator :: d_loss: 0.732711], [ Generator :: loss: 0.143476] random_index: 14222 (32, 10) 14254 epoch: 38707, [Discriminator :: d_loss: 0.730366], [ Generator :: loss: 0.144086] random_index: 3792 (32, 10) 3824 epoch: 38708, [Discriminator :: d_loss: 0.724775], [ Generator :: loss: 0.146847] random_index: 20686 (32, 10) 20718 epoch: 38709, [Discriminator :: d_loss: 0.735072], [ Generator :: loss: 0.154651] random_index: 16892 (32, 10) 16924 epoch: 38710, [Discriminator :: d_loss: 0.736800], [ Generator :: loss: 0.164129] random_index: 17048 (32, 10) 17080 epoch: 38711, [Discriminator :: d_loss: 0.738884], [ Generator :: loss: 0.155295] random_index: 3439 (32, 10) 3471 epoch: 38712, [Discriminator :: d_loss: 0.735225], [ Generator :: loss: 0.152315] random_index: 21680 (32, 10) 21712 epoch: 38713, [Discriminator :: d_loss: 0.742527], [ Generator :: loss: 0.143754] random_index: 23895 (32, 10) 23927 epoch: 38714, [Discriminator :: d_loss: 0.730796], [ Generator :: loss: 0.131668] random_index: 27983 (32, 10) 28015 epoch: 38715, [Discriminator :: d_loss: 0.732641], [ Generator :: loss: 0.121794] random_index: 1520 (32, 10) 1552 epoch: 38716, [Discriminator :: d_loss: 0.733492], [ Generator :: loss: 0.119634] random_index: 1846 (32, 10) 1878 epoch: 38717, [Discriminator :: d_loss: 0.732180], [ Generator :: loss: 0.127952] random_index: 41078 (32, 10) 41110 epoch: 38718, [Discriminator :: d_loss: 0.729409], [ Generator :: loss: 0.144557] random_index: 28335 (32, 10) 28367 epoch: 38719, [Discriminator :: d_loss: 0.727272], [ Generator :: loss: 0.152928] random_index: 15559 (32, 10) 15591 epoch: 38720, [Discriminator :: d_loss: 0.731790], [ Generator :: loss: 0.156144] random_index: 41458 (32, 10) 41490 epoch: 38721, [Discriminator :: d_loss: 0.727966], [ Generator :: loss: 0.151309] random_index: 11626 (32, 10) 11658 epoch: 38722, [Discriminator :: d_loss: 0.725927], [ Generator :: loss: 0.144861] random_index: 1505 (32, 10) 1537 epoch: 38723, [Discriminator :: d_loss: 0.743037], [ Generator :: loss: 0.135317] random_index: 22099 (32, 10) 22131 epoch: 38724, [Discriminator :: d_loss: 0.738292], [ Generator :: loss: 0.129950] random_index: 32043 (32, 10) 32075 epoch: 38725, [Discriminator :: d_loss: 0.746450], [ Generator :: loss: 0.142977] random_index: 36455 (32, 10) 36487 epoch: 38726, [Discriminator :: d_loss: 0.732274], [ Generator :: loss: 0.140011] random_index: 28790 (32, 10) 28822 epoch: 38727, [Discriminator :: d_loss: 0.734824], [ Generator :: loss: 0.142459] random_index: 32028 (32, 10) 32060 epoch: 38728, [Discriminator :: d_loss: 0.734510], [ Generator :: loss: 0.148430] random_index: 33266 (32, 10) 33298 epoch: 38729, [Discriminator :: d_loss: 0.734226], [ Generator :: loss: 0.147098] random_index: 31499 (32, 10) 31531 epoch: 38730, [Discriminator :: d_loss: 0.728889], [ Generator :: loss: 0.147678] random_index: 39823 (32, 10) 39855 epoch: 38731, [Discriminator :: d_loss: 0.732166], [ Generator :: loss: 0.146940] random_index: 31510 (32, 10) 31542 epoch: 38732, [Discriminator :: d_loss: 0.726644], [ Generator :: loss: 0.140807] random_index: 33608 (32, 10) 33640 epoch: 38733, [Discriminator :: d_loss: 0.731449], [ Generator :: loss: 0.136158] random_index: 21943 (32, 10) 21975 epoch: 38734, [Discriminator :: d_loss: 0.733048], [ Generator :: loss: 0.131673] random_index: 31818 (32, 10) 31850 epoch: 38735, [Discriminator :: d_loss: 0.727120], [ Generator :: loss: 0.137896] random_index: 33082 (32, 10) 33114 epoch: 38736, [Discriminator :: d_loss: 0.728724], [ Generator :: loss: 0.134522] random_index: 18424 (32, 10) 18456 epoch: 38737, [Discriminator :: d_loss: 0.725874], [ Generator :: loss: 0.137678] random_index: 7898 (32, 10) 7930 epoch: 38738, [Discriminator :: d_loss: 0.728668], [ Generator :: loss: 0.139575] random_index: 2756 (32, 10) 2788 epoch: 38739, [Discriminator :: d_loss: 0.728769], [ Generator :: loss: 0.137940] random_index: 20834 (32, 10) 20866 epoch: 38740, [Discriminator :: d_loss: 0.730130], [ Generator :: loss: 0.138834] random_index: 10530 (32, 10) 10562 epoch: 38741, [Discriminator :: d_loss: 0.732475], [ Generator :: loss: 0.143380] random_index: 25751 (32, 10) 25783 epoch: 38742, [Discriminator :: d_loss: 0.722491], [ Generator :: loss: 0.133036] random_index: 15887 (32, 10) 15919 epoch: 38743, [Discriminator :: d_loss: 0.719510], [ Generator :: loss: 0.129679] random_index: 35420 (32, 10) 35452 epoch: 38744, [Discriminator :: d_loss: 0.729114], [ Generator :: loss: 0.127472] random_index: 38844 (32, 10) 38876 epoch: 38745, [Discriminator :: d_loss: 0.739834], [ Generator :: loss: 0.137026] random_index: 24663 (32, 10) 24695 epoch: 38746, [Discriminator :: d_loss: 0.722438], [ Generator :: loss: 0.140728] random_index: 13489 (32, 10) 13521 epoch: 38747, [Discriminator :: d_loss: 0.726784], [ Generator :: loss: 0.147394] random_index: 1835 (32, 10) 1867 epoch: 38748, [Discriminator :: d_loss: 0.723331], [ Generator :: loss: 0.144079] random_index: 1043 (32, 10) 1075 epoch: 38749, [Discriminator :: d_loss: 0.721658], [ Generator :: loss: 0.139211] 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d_loss: 0.719721], [ Generator :: loss: 0.134887] random_index: 1653 (32, 10) 1685 epoch: 38759, [Discriminator :: d_loss: 0.719910], [ Generator :: loss: 0.123944] random_index: 20820 (32, 10) 20852 epoch: 38760, [Discriminator :: d_loss: 0.729469], [ Generator :: loss: 0.130170] random_index: 28588 (32, 10) 28620 epoch: 38761, [Discriminator :: d_loss: 0.747042], [ Generator :: loss: 0.147958] random_index: 22785 (32, 10) 22817 epoch: 38762, [Discriminator :: d_loss: 0.730651], [ Generator :: loss: 0.151275] random_index: 14737 (32, 10) 14769 epoch: 38763, [Discriminator :: d_loss: 0.729142], [ Generator :: loss: 0.161194] random_index: 13423 (32, 10) 13455 epoch: 38764, [Discriminator :: d_loss: 0.741586], [ Generator :: loss: 0.160555] random_index: 30273 (32, 10) 30305 epoch: 38765, [Discriminator :: d_loss: 0.738011], [ Generator :: loss: 0.159650] random_index: 33283 (32, 10) 33315 epoch: 38766, [Discriminator :: d_loss: 0.718844], [ Generator :: loss: 0.132529] random_index: 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Generator :: loss: 0.138836] random_index: 36948 (32, 10) 36980 epoch: 38776, [Discriminator :: d_loss: 0.728755], [ Generator :: loss: 0.137034] random_index: 30579 (32, 10) 30611 epoch: 38777, [Discriminator :: d_loss: 0.728184], [ Generator :: loss: 0.137299] random_index: 32864 (32, 10) 32896 epoch: 38778, [Discriminator :: d_loss: 0.721744], [ Generator :: loss: 0.133455] random_index: 21126 (32, 10) 21158 epoch: 38779, [Discriminator :: d_loss: 0.724537], [ Generator :: loss: 0.137120] random_index: 6900 (32, 10) 6932 epoch: 38780, [Discriminator :: d_loss: 0.730444], [ Generator :: loss: 0.135642] random_index: 8781 (32, 10) 8813 epoch: 38781, [Discriminator :: d_loss: 0.721012], [ Generator :: loss: 0.140541] random_index: 33383 (32, 10) 33415 epoch: 38782, [Discriminator :: d_loss: 0.730471], [ Generator :: loss: 0.143100] random_index: 14575 (32, 10) 14607 epoch: 38783, [Discriminator :: d_loss: 0.729095], [ Generator :: loss: 0.140625] random_index: 6927 (32, 10) 6959 epoch: 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[Discriminator :: d_loss: 0.727822], [ Generator :: loss: 0.140079] random_index: 595 (32, 10) 627 epoch: 38802, [Discriminator :: d_loss: 0.735250], [ Generator :: loss: 0.141129] random_index: 38722 (32, 10) 38754 epoch: 38803, [Discriminator :: d_loss: 0.730787], [ Generator :: loss: 0.141952] random_index: 5848 (32, 10) 5880 epoch: 38804, [Discriminator :: d_loss: 0.734424], [ Generator :: loss: 0.143872] random_index: 5860 (32, 10) 5892 epoch: 38805, [Discriminator :: d_loss: 0.729528], [ Generator :: loss: 0.139801] random_index: 16487 (32, 10) 16519 epoch: 38806, [Discriminator :: d_loss: 0.724470], [ Generator :: loss: 0.139294] random_index: 41552 (32, 10) 41584 epoch: 38807, [Discriminator :: d_loss: 0.733785], [ Generator :: loss: 0.141398] random_index: 39203 (32, 10) 39235 epoch: 38808, [Discriminator :: d_loss: 0.732100], [ Generator :: loss: 0.141225] random_index: 19440 (32, 10) 19472 epoch: 38809, [Discriminator :: d_loss: 0.734158], [ Generator :: loss: 0.143278] 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:: d_loss: 0.723794], [ Generator :: loss: 0.128384] random_index: 15890 (32, 10) 15922 epoch: 38819, [Discriminator :: d_loss: 0.719719], [ Generator :: loss: 0.130597] random_index: 7789 (32, 10) 7821 epoch: 38820, [Discriminator :: d_loss: 0.726732], [ Generator :: loss: 0.134676] random_index: 21450 (32, 10) 21482 epoch: 38821, [Discriminator :: d_loss: 0.736107], [ Generator :: loss: 0.146079] random_index: 25238 (32, 10) 25270 epoch: 38822, [Discriminator :: d_loss: 0.734875], [ Generator :: loss: 0.148734] random_index: 40069 (32, 10) 40101 epoch: 38823, [Discriminator :: d_loss: 0.729630], [ Generator :: loss: 0.141036] random_index: 12344 (32, 10) 12376 epoch: 38824, [Discriminator :: d_loss: 0.733389], [ Generator :: loss: 0.134707] random_index: 24580 (32, 10) 24612 epoch: 38825, [Discriminator :: d_loss: 0.729307], [ Generator :: loss: 0.131084] random_index: 4446 (32, 10) 4478 epoch: 38826, [Discriminator :: d_loss: 0.733311], [ Generator :: loss: 0.132954] random_index: 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Generator :: loss: 0.134933] random_index: 3890 (32, 10) 3922 epoch: 38853, [Discriminator :: d_loss: 0.728655], [ Generator :: loss: 0.138238] random_index: 37785 (32, 10) 37817 epoch: 38854, [Discriminator :: d_loss: 0.730131], [ Generator :: loss: 0.133920] random_index: 2322 (32, 10) 2354 epoch: 38855, [Discriminator :: d_loss: 0.731389], [ Generator :: loss: 0.138203] random_index: 3623 (32, 10) 3655 epoch: 38856, [Discriminator :: d_loss: 0.721115], [ Generator :: loss: 0.144530] random_index: 30089 (32, 10) 30121 epoch: 38857, [Discriminator :: d_loss: 0.734365], [ Generator :: loss: 0.135380] random_index: 13788 (32, 10) 13820 epoch: 38858, [Discriminator :: d_loss: 0.722244], [ Generator :: loss: 0.132449] random_index: 22763 (32, 10) 22795 epoch: 38859, [Discriminator :: d_loss: 0.730167], [ Generator :: loss: 0.132600] random_index: 10683 (32, 10) 10715 epoch: 38860, [Discriminator :: d_loss: 0.745946], [ Generator :: loss: 0.136273] random_index: 11904 (32, 10) 11936 epoch: 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0.149413] random_index: 14650 (32, 10) 14682 epoch: 38870, [Discriminator :: d_loss: 0.738723], [ Generator :: loss: 0.149899] random_index: 3611 (32, 10) 3643 epoch: 38871, [Discriminator :: d_loss: 0.730456], [ Generator :: loss: 0.146860] random_index: 13515 (32, 10) 13547 epoch: 38872, [Discriminator :: d_loss: 0.728695], [ Generator :: loss: 0.149595] random_index: 6552 (32, 10) 6584 epoch: 38873, [Discriminator :: d_loss: 0.731822], [ Generator :: loss: 0.139816] random_index: 37044 (32, 10) 37076 epoch: 38874, [Discriminator :: d_loss: 0.740346], [ Generator :: loss: 0.141240] random_index: 14640 (32, 10) 14672 epoch: 38875, [Discriminator :: d_loss: 0.728869], [ Generator :: loss: 0.142894] random_index: 35060 (32, 10) 35092 epoch: 38876, [Discriminator :: d_loss: 0.728556], [ Generator :: loss: 0.145225] random_index: 31973 (32, 10) 32005 epoch: 38877, [Discriminator :: d_loss: 0.746817], [ Generator :: loss: 0.147898] random_index: 5008 (32, 10) 5040 epoch: 38878, 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random_index: 29064 (32, 10) 29096 epoch: 38887, [Discriminator :: d_loss: 0.728875], [ Generator :: loss: 0.127720] random_index: 608 (32, 10) 640 epoch: 38888, [Discriminator :: d_loss: 0.736760], [ Generator :: loss: 0.128138] random_index: 24320 (32, 10) 24352 epoch: 38889, [Discriminator :: d_loss: 0.742171], [ Generator :: loss: 0.131685] random_index: 37215 (32, 10) 37247 epoch: 38890, [Discriminator :: d_loss: 0.725403], [ Generator :: loss: 0.130535] random_index: 26825 (32, 10) 26857 epoch: 38891, [Discriminator :: d_loss: 0.742091], [ Generator :: loss: 0.141522] random_index: 6313 (32, 10) 6345 epoch: 38892, [Discriminator :: d_loss: 0.729268], [ Generator :: loss: 0.152293] random_index: 12360 (32, 10) 12392 epoch: 38893, [Discriminator :: d_loss: 0.740269], [ Generator :: loss: 0.150552] random_index: 41284 (32, 10) 41316 epoch: 38894, [Discriminator :: d_loss: 0.741445], [ Generator :: loss: 0.142554] random_index: 7042 (32, 10) 7074 epoch: 38895, [Discriminator :: d_loss: 0.728387], [ Generator :: loss: 0.135382] random_index: 29186 (32, 10) 29218 epoch: 38896, [Discriminator :: d_loss: 0.733486], [ Generator :: loss: 0.136239] random_index: 26426 (32, 10) 26458 epoch: 38897, [Discriminator :: d_loss: 0.741375], [ Generator :: loss: 0.142147] random_index: 21894 (32, 10) 21926 epoch: 38898, [Discriminator :: d_loss: 0.725969], [ Generator :: loss: 0.150167] random_index: 22678 (32, 10) 22710 epoch: 38899, [Discriminator :: d_loss: 0.733208], [ Generator :: loss: 0.146040] random_index: 10341 (32, 10) 10373 epoch: 38900, [Discriminator :: d_loss: 0.732488], [ Generator :: loss: 0.147322] random_index: 11918 (32, 10) 11950 epoch: 38901, [Discriminator :: d_loss: 0.725709], [ Generator :: loss: 0.140986] random_index: 13006 (32, 10) 13038 epoch: 38902, [Discriminator :: d_loss: 0.733737], [ Generator :: loss: 0.137791] random_index: 18021 (32, 10) 18053 epoch: 38903, [Discriminator :: d_loss: 0.726781], [ Generator :: loss: 0.144813] random_index: 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0.728854], [ Generator :: loss: 0.137920] random_index: 25925 (32, 10) 25957 epoch: 38913, [Discriminator :: d_loss: 0.721377], [ Generator :: loss: 0.139523] random_index: 20755 (32, 10) 20787 epoch: 38914, [Discriminator :: d_loss: 0.733443], [ Generator :: loss: 0.136455] random_index: 41005 (32, 10) 41037 epoch: 38915, [Discriminator :: d_loss: 0.736364], [ Generator :: loss: 0.138380] random_index: 27907 (32, 10) 27939 epoch: 38916, [Discriminator :: d_loss: 0.730150], [ Generator :: loss: 0.142743] random_index: 37515 (32, 10) 37547 epoch: 38917, [Discriminator :: d_loss: 0.729233], [ Generator :: loss: 0.148769] random_index: 37912 (32, 10) 37944 epoch: 38918, [Discriminator :: d_loss: 0.730292], [ Generator :: loss: 0.150674] random_index: 26174 (32, 10) 26206 epoch: 38919, [Discriminator :: d_loss: 0.728759], [ Generator :: loss: 0.152670] random_index: 18437 (32, 10) 18469 epoch: 38920, [Discriminator :: d_loss: 0.722612], [ Generator :: loss: 0.137033] random_index: 30783 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Generator :: loss: 0.144991] random_index: 24944 (32, 10) 24976 epoch: 38930, [Discriminator :: d_loss: 0.730708], [ Generator :: loss: 0.133645] random_index: 29428 (32, 10) 29460 epoch: 38931, [Discriminator :: d_loss: 0.737363], [ Generator :: loss: 0.132424] random_index: 27108 (32, 10) 27140 epoch: 38932, [Discriminator :: d_loss: 0.732141], [ Generator :: loss: 0.141607] random_index: 2545 (32, 10) 2577 epoch: 38933, [Discriminator :: d_loss: 0.733496], [ Generator :: loss: 0.143211] random_index: 20610 (32, 10) 20642 epoch: 38934, [Discriminator :: d_loss: 0.724172], [ Generator :: loss: 0.147701] random_index: 6462 (32, 10) 6494 epoch: 38935, [Discriminator :: d_loss: 0.729106], [ Generator :: loss: 0.142240] random_index: 13410 (32, 10) 13442 epoch: 38936, [Discriminator :: d_loss: 0.728204], [ Generator :: loss: 0.150354] random_index: 24749 (32, 10) 24781 epoch: 38937, [Discriminator :: d_loss: 0.718513], [ Generator :: loss: 0.146039] random_index: 5331 (32, 10) 5363 epoch: 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[Discriminator :: d_loss: 0.734106], [ Generator :: loss: 0.148675] random_index: 9154 (32, 10) 9186 epoch: 38956, [Discriminator :: d_loss: 0.731709], [ Generator :: loss: 0.139427] random_index: 22362 (32, 10) 22394 epoch: 38957, [Discriminator :: d_loss: 0.728101], [ Generator :: loss: 0.139042] random_index: 41152 (32, 10) 41184 epoch: 38958, [Discriminator :: d_loss: 0.736489], [ Generator :: loss: 0.135817] random_index: 37490 (32, 10) 37522 epoch: 38959, [Discriminator :: d_loss: 0.730823], [ Generator :: loss: 0.142023] random_index: 33182 (32, 10) 33214 epoch: 38960, [Discriminator :: d_loss: 0.728650], [ Generator :: loss: 0.138379] random_index: 40499 (32, 10) 40531 epoch: 38961, [Discriminator :: d_loss: 0.721599], [ Generator :: loss: 0.142679] random_index: 10973 (32, 10) 11005 epoch: 38962, [Discriminator :: d_loss: 0.727287], [ Generator :: loss: 0.148098] random_index: 21145 (32, 10) 21177 epoch: 38963, [Discriminator :: d_loss: 0.723726], [ Generator :: loss: 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Generator :: loss: 0.148731] random_index: 41313 (32, 10) 41345 epoch: 39041, [Discriminator :: d_loss: 0.729141], [ Generator :: loss: 0.144556] random_index: 17662 (32, 10) 17694 epoch: 39042, [Discriminator :: d_loss: 0.730771], [ Generator :: loss: 0.135889] random_index: 40626 (32, 10) 40658 epoch: 39043, [Discriminator :: d_loss: 0.723171], [ Generator :: loss: 0.128784] random_index: 22779 (32, 10) 22811 epoch: 39044, [Discriminator :: d_loss: 0.736325], [ Generator :: loss: 0.128883] random_index: 31413 (32, 10) 31445 epoch: 39045, [Discriminator :: d_loss: 0.733900], [ Generator :: loss: 0.137835] random_index: 29561 (32, 10) 29593 epoch: 39046, [Discriminator :: d_loss: 0.729876], [ Generator :: loss: 0.150281] random_index: 19475 (32, 10) 19507 epoch: 39047, [Discriminator :: d_loss: 0.733369], [ Generator :: loss: 0.152534] random_index: 23151 (32, 10) 23183 epoch: 39048, [Discriminator :: d_loss: 0.730935], [ Generator :: loss: 0.150792] random_index: 21947 (32, 10) 21979 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0.149315] random_index: 28235 (32, 10) 28267 epoch: 39075, [Discriminator :: d_loss: 0.728258], [ Generator :: loss: 0.154403] random_index: 12563 (32, 10) 12595 epoch: 39076, [Discriminator :: d_loss: 0.725835], [ Generator :: loss: 0.142865] random_index: 16550 (32, 10) 16582 epoch: 39077, [Discriminator :: d_loss: 0.728465], [ Generator :: loss: 0.135982] random_index: 4863 (32, 10) 4895 epoch: 39078, [Discriminator :: d_loss: 0.724388], [ Generator :: loss: 0.130594] random_index: 3187 (32, 10) 3219 epoch: 39079, [Discriminator :: d_loss: 0.730959], [ Generator :: loss: 0.128278] random_index: 21215 (32, 10) 21247 epoch: 39080, [Discriminator :: d_loss: 0.729195], [ Generator :: loss: 0.127669] random_index: 16323 (32, 10) 16355 epoch: 39081, [Discriminator :: d_loss: 0.736628], [ Generator :: loss: 0.134206] random_index: 4300 (32, 10) 4332 epoch: 39082, [Discriminator :: d_loss: 0.731645], [ Generator :: loss: 0.143511] random_index: 24358 (32, 10) 24390 epoch: 39083, 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:: loss: 0.150412] random_index: 40337 (32, 10) 40369 epoch: 39135, [Discriminator :: d_loss: 0.736087], [ Generator :: loss: 0.143367] random_index: 16076 (32, 10) 16108 epoch: 39136, [Discriminator :: d_loss: 0.728864], [ Generator :: loss: 0.143810] random_index: 9839 (32, 10) 9871 epoch: 39137, [Discriminator :: d_loss: 0.726311], [ Generator :: loss: 0.140132] random_index: 38723 (32, 10) 38755 epoch: 39138, [Discriminator :: d_loss: 0.736537], [ Generator :: loss: 0.145137] random_index: 29228 (32, 10) 29260 epoch: 39139, [Discriminator :: d_loss: 0.727444], [ Generator :: loss: 0.138639] random_index: 29387 (32, 10) 29419 epoch: 39140, [Discriminator :: d_loss: 0.724350], [ Generator :: loss: 0.138944] random_index: 19112 (32, 10) 19144 epoch: 39141, [Discriminator :: d_loss: 0.731956], [ Generator :: loss: 0.141728] random_index: 30813 (32, 10) 30845 epoch: 39142, [Discriminator :: d_loss: 0.726270], [ Generator :: loss: 0.146142] random_index: 9455 (32, 10) 9487 epoch: 39143, [Discriminator :: d_loss: 0.733633], [ Generator :: loss: 0.147712] random_index: 28071 (32, 10) 28103 epoch: 39144, [Discriminator :: d_loss: 0.718324], [ Generator :: loss: 0.141417] random_index: 33644 (32, 10) 33676 epoch: 39145, [Discriminator :: d_loss: 0.718247], [ Generator :: loss: 0.137880] random_index: 7196 (32, 10) 7228 epoch: 39146, [Discriminator :: d_loss: 0.726670], [ Generator :: loss: 0.139390] random_index: 4901 (32, 10) 4933 epoch: 39147, [Discriminator :: d_loss: 0.718891], [ Generator :: loss: 0.134834] random_index: 31723 (32, 10) 31755 epoch: 39148, [Discriminator :: d_loss: 0.742338], [ Generator :: loss: 0.152977] random_index: 19930 (32, 10) 19962 epoch: 39149, [Discriminator :: d_loss: 0.722100], [ Generator :: loss: 0.153292] random_index: 31600 (32, 10) 31632 epoch: 39150, [Discriminator :: d_loss: 0.729970], [ Generator :: loss: 0.149013] random_index: 14492 (32, 10) 14524 epoch: 39151, [Discriminator :: d_loss: 0.725222], [ Generator :: loss: 0.140447] random_index: 24264 (32, 10) 24296 epoch: 39152, [Discriminator :: d_loss: 0.725102], [ Generator :: loss: 0.129905] random_index: 3871 (32, 10) 3903 epoch: 39153, [Discriminator :: d_loss: 0.728840], [ Generator :: loss: 0.127045] random_index: 5675 (32, 10) 5707 epoch: 39154, [Discriminator :: d_loss: 0.729563], [ Generator :: loss: 0.130890] random_index: 4774 (32, 10) 4806 epoch: 39155, [Discriminator :: d_loss: 0.734105], [ Generator :: loss: 0.138690] random_index: 11808 (32, 10) 11840 epoch: 39156, [Discriminator :: d_loss: 0.726776], [ Generator :: loss: 0.142619] random_index: 6785 (32, 10) 6817 epoch: 39157, [Discriminator :: d_loss: 0.724877], [ Generator :: loss: 0.148978] random_index: 28900 (32, 10) 28932 epoch: 39158, [Discriminator :: d_loss: 0.733887], [ Generator :: loss: 0.146527] random_index: 11422 (32, 10) 11454 epoch: 39159, [Discriminator :: d_loss: 0.720628], [ Generator :: loss: 0.138535] random_index: 6225 (32, 10) 6257 epoch: 39160, [Discriminator :: d_loss: 0.727522], [ Generator :: loss: 0.139892] random_index: 34807 (32, 10) 34839 epoch: 39161, [Discriminator :: d_loss: 0.735969], [ Generator :: loss: 0.135162] random_index: 15025 (32, 10) 15057 epoch: 39162, [Discriminator :: d_loss: 0.731579], [ Generator :: loss: 0.139817] random_index: 18350 (32, 10) 18382 epoch: 39163, [Discriminator :: d_loss: 0.732177], [ Generator :: loss: 0.141561] random_index: 24850 (32, 10) 24882 epoch: 39164, [Discriminator :: d_loss: 0.732760], [ Generator :: loss: 0.148785] random_index: 16375 (32, 10) 16407 epoch: 39165, [Discriminator :: d_loss: 0.735940], [ Generator :: loss: 0.152883] random_index: 27767 (32, 10) 27799 epoch: 39166, [Discriminator :: d_loss: 0.732874], [ Generator :: loss: 0.148597] random_index: 30692 (32, 10) 30724 epoch: 39167, [Discriminator :: d_loss: 0.730841], [ Generator :: loss: 0.146385] random_index: 28479 (32, 10) 28511 epoch: 39168, [Discriminator :: d_loss: 0.730015], [ Generator :: loss: 0.140164] random_index: 31345 (32, 10) 31377 epoch: 39169, [Discriminator :: d_loss: 0.725164], [ Generator :: loss: 0.128927] random_index: 11396 (32, 10) 11428 epoch: 39170, [Discriminator :: d_loss: 0.734206], [ Generator :: loss: 0.127694] random_index: 7248 (32, 10) 7280 epoch: 39171, [Discriminator :: d_loss: 0.739813], [ Generator :: loss: 0.143029] random_index: 3581 (32, 10) 3613 epoch: 39172, [Discriminator :: d_loss: 0.746627], [ Generator :: loss: 0.153765] random_index: 19559 (32, 10) 19591 epoch: 39173, [Discriminator :: d_loss: 0.741376], [ Generator :: loss: 0.164696] random_index: 10090 (32, 10) 10122 epoch: 39174, [Discriminator :: d_loss: 0.740780], [ Generator :: loss: 0.160942] random_index: 13184 (32, 10) 13216 epoch: 39175, [Discriminator :: d_loss: 0.734016], [ Generator :: loss: 0.153297] random_index: 40505 (32, 10) 40537 epoch: 39176, [Discriminator :: d_loss: 0.736287], [ Generator :: loss: 0.143645] random_index: 27823 (32, 10) 27855 epoch: 39177, [Discriminator :: d_loss: 0.724954], [ Generator :: loss: 0.133344] random_index: 28449 (32, 10) 28481 epoch: 39178, [Discriminator :: d_loss: 0.730256], [ Generator :: loss: 0.126862] random_index: 17085 (32, 10) 17117 epoch: 39179, [Discriminator :: d_loss: 0.731247], [ Generator :: loss: 0.130830] random_index: 18703 (32, 10) 18735 epoch: 39180, [Discriminator :: d_loss: 0.733461], [ Generator :: loss: 0.131455] random_index: 33145 (32, 10) 33177 epoch: 39181, [Discriminator :: d_loss: 0.733066], [ Generator :: loss: 0.144306] random_index: 24666 (32, 10) 24698 epoch: 39182, [Discriminator :: d_loss: 0.719243], [ Generator :: loss: 0.148614] random_index: 17746 (32, 10) 17778 epoch: 39183, [Discriminator :: d_loss: 0.734839], [ Generator :: loss: 0.147930] random_index: 20225 (32, 10) 20257 epoch: 39184, [Discriminator :: d_loss: 0.736154], [ Generator :: loss: 0.149740] random_index: 22140 (32, 10) 22172 epoch: 39185, [Discriminator :: d_loss: 0.738643], [ Generator :: loss: 0.145242] random_index: 20825 (32, 10) 20857 epoch: 39186, [Discriminator :: d_loss: 0.734241], [ Generator :: loss: 0.138353] random_index: 28746 (32, 10) 28778 epoch: 39187, [Discriminator :: d_loss: 0.739824], [ Generator :: loss: 0.138932] random_index: 19138 (32, 10) 19170 epoch: 39188, [Discriminator :: d_loss: 0.722599], [ Generator :: loss: 0.132581] random_index: 30632 (32, 10) 30664 epoch: 39189, [Discriminator :: d_loss: 0.734038], [ Generator :: loss: 0.133814] random_index: 37657 (32, 10) 37689 epoch: 39190, [Discriminator :: d_loss: 0.749126], [ Generator :: loss: 0.148823] random_index: 7121 (32, 10) 7153 epoch: 39191, [Discriminator :: d_loss: 0.733514], [ Generator :: loss: 0.153543] random_index: 28610 (32, 10) 28642 epoch: 39192, [Discriminator :: d_loss: 0.734311], [ Generator :: loss: 0.158743] random_index: 41247 (32, 10) 41279 epoch: 39193, [Discriminator :: d_loss: 0.742409], [ Generator :: loss: 0.146926] random_index: 7252 (32, 10) 7284 epoch: 39194, [Discriminator :: d_loss: 0.733598], [ Generator :: loss: 0.140543] random_index: 24376 (32, 10) 24408 epoch: 39195, [Discriminator :: d_loss: 0.724697], [ Generator :: loss: 0.136648] random_index: 41753 (32, 10) 41785 epoch: 39196, [Discriminator :: d_loss: 0.733024], [ Generator :: loss: 0.125617] random_index: 12581 (32, 10) 12613 epoch: 39197, [Discriminator :: d_loss: 0.734371], [ Generator :: loss: 0.135117] random_index: 17037 (32, 10) 17069 epoch: 39198, [Discriminator :: d_loss: 0.728965], [ Generator :: loss: 0.130902] random_index: 9756 (32, 10) 9788 epoch: 39199, [Discriminator :: d_loss: 0.739623], [ Generator :: loss: 0.131949] random_index: 22287 (32, 10) 22319 epoch: 39200, [Discriminator :: d_loss: 0.726775], [ Generator :: loss: 0.137090] random_index: 20631 (32, 10) 20663 epoch: 39201, [Discriminator :: d_loss: 0.729302], [ Generator :: loss: 0.137739] random_index: 39304 (32, 10) 39336 epoch: 39202, [Discriminator :: d_loss: 0.728130], [ Generator :: loss: 0.139540] random_index: 18241 (32, 10) 18273 epoch: 39203, [Discriminator :: d_loss: 0.731003], [ Generator :: loss: 0.139826] random_index: 33241 (32, 10) 33273 epoch: 39204, [Discriminator :: d_loss: 0.727586], [ Generator :: loss: 0.134583] random_index: 6098 (32, 10) 6130 epoch: 39205, [Discriminator :: d_loss: 0.728535], [ Generator :: loss: 0.130019] random_index: 40210 (32, 10) 40242 epoch: 39206, [Discriminator :: d_loss: 0.730142], [ Generator :: loss: 0.129213] random_index: 37631 (32, 10) 37663 epoch: 39207, [Discriminator :: d_loss: 0.729504], [ Generator :: loss: 0.133767] random_index: 28679 (32, 10) 28711 epoch: 39208, [Discriminator :: d_loss: 0.730007], [ Generator :: loss: 0.137132] random_index: 5937 (32, 10) 5969 epoch: 39209, [Discriminator :: d_loss: 0.739269], [ Generator :: loss: 0.145183] random_index: 34249 (32, 10) 34281 epoch: 39210, [Discriminator :: d_loss: 0.738293], [ Generator :: loss: 0.152726] random_index: 40986 (32, 10) 41018 epoch: 39211, [Discriminator :: d_loss: 0.731109], [ Generator :: loss: 0.153216] random_index: 37822 (32, 10) 37854 epoch: 39212, [Discriminator :: d_loss: 0.731610], [ Generator :: loss: 0.144854] random_index: 23125 (32, 10) 23157 epoch: 39213, [Discriminator :: d_loss: 0.728526], [ Generator :: loss: 0.142987] random_index: 14526 (32, 10) 14558 epoch: 39214, [Discriminator :: d_loss: 0.739412], [ Generator :: loss: 0.131236] random_index: 18790 (32, 10) 18822 epoch: 39215, [Discriminator :: d_loss: 0.731042], [ Generator :: loss: 0.127392] random_index: 10600 (32, 10) 10632 epoch: 39216, [Discriminator :: d_loss: 0.721643], [ Generator :: loss: 0.126670] random_index: 25208 (32, 10) 25240 epoch: 39217, [Discriminator :: d_loss: 0.725476], [ Generator :: loss: 0.134931] random_index: 25250 (32, 10) 25282 epoch: 39218, [Discriminator :: d_loss: 0.735356], [ Generator :: loss: 0.138806] random_index: 16241 (32, 10) 16273 epoch: 39219, [Discriminator :: d_loss: 0.729878], [ Generator :: loss: 0.146085] random_index: 41691 (32, 10) 41723 epoch: 39220, [Discriminator :: d_loss: 0.725667], [ Generator :: loss: 0.151227] random_index: 15647 (32, 10) 15679 epoch: 39221, [Discriminator :: d_loss: 0.732334], [ Generator :: loss: 0.146459] random_index: 7288 (32, 10) 7320 epoch: 39222, [Discriminator :: d_loss: 0.732905], [ Generator :: loss: 0.132645] random_index: 20619 (32, 10) 20651 epoch: 39223, [Discriminator :: d_loss: 0.725371], [ Generator :: loss: 0.134425] random_index: 8666 (32, 10) 8698 epoch: 39224, [Discriminator :: d_loss: 0.736808], [ Generator :: loss: 0.129388] random_index: 778 (32, 10) 810 epoch: 39225, [Discriminator :: d_loss: 0.752082], [ Generator :: loss: 0.148313] random_index: 18025 (32, 10) 18057 epoch: 39226, [Discriminator :: d_loss: 0.721301], [ Generator :: loss: 0.150134] random_index: 23867 (32, 10) 23899 epoch: 39227, [Discriminator :: d_loss: 0.726760], [ Generator :: loss: 0.162497] random_index: 36072 (32, 10) 36104 epoch: 39228, [Discriminator :: d_loss: 0.735096], [ Generator :: loss: 0.161594] random_index: 687 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Generator :: loss: 0.150023] random_index: 24196 (32, 10) 24228 epoch: 39238, [Discriminator :: d_loss: 0.730517], [ Generator :: loss: 0.155782] random_index: 6492 (32, 10) 6524 epoch: 39239, [Discriminator :: d_loss: 0.733347], [ Generator :: loss: 0.156244] random_index: 624 (32, 10) 656 epoch: 39240, [Discriminator :: d_loss: 0.732855], [ Generator :: loss: 0.139334] random_index: 25182 (32, 10) 25214 epoch: 39241, [Discriminator :: d_loss: 0.725423], [ Generator :: loss: 0.133769] random_index: 25341 (32, 10) 25373 epoch: 39242, [Discriminator :: d_loss: 0.731930], [ Generator :: loss: 0.137350] random_index: 40353 (32, 10) 40385 epoch: 39243, [Discriminator :: d_loss: 0.733728], [ Generator :: loss: 0.136730] random_index: 20935 (32, 10) 20967 epoch: 39244, [Discriminator :: d_loss: 0.736346], [ Generator :: loss: 0.136111] random_index: 21272 (32, 10) 21304 epoch: 39245, [Discriminator :: d_loss: 0.734238], [ Generator :: loss: 0.148347] random_index: 4200 (32, 10) 4232 epoch: 39246, [Discriminator :: d_loss: 0.726117], [ Generator :: loss: 0.144825] random_index: 2194 (32, 10) 2226 epoch: 39247, [Discriminator :: d_loss: 0.730099], [ Generator :: loss: 0.150162] random_index: 11189 (32, 10) 11221 epoch: 39248, [Discriminator :: d_loss: 0.730697], [ Generator :: loss: 0.145934] random_index: 26291 (32, 10) 26323 epoch: 39249, [Discriminator :: d_loss: 0.727315], [ Generator :: loss: 0.144448] random_index: 36274 (32, 10) 36306 epoch: 39250, [Discriminator :: d_loss: 0.721079], [ Generator :: loss: 0.135293] random_index: 8344 (32, 10) 8376 epoch: 39251, [Discriminator :: d_loss: 0.734194], [ Generator :: loss: 0.136060] random_index: 658 (32, 10) 690 epoch: 39252, [Discriminator :: d_loss: 0.725396], [ Generator :: loss: 0.133398] random_index: 16415 (32, 10) 16447 epoch: 39253, [Discriminator :: d_loss: 0.724127], [ Generator :: loss: 0.129423] random_index: 20204 (32, 10) 20236 epoch: 39254, [Discriminator :: d_loss: 0.725807], [ Generator :: loss: 0.135649] random_index: 14022 (32, 10) 14054 epoch: 39255, [Discriminator :: d_loss: 0.731764], [ Generator :: loss: 0.129790] random_index: 6194 (32, 10) 6226 epoch: 39256, [Discriminator :: d_loss: 0.727802], [ Generator :: loss: 0.135068] random_index: 9184 (32, 10) 9216 epoch: 39257, [Discriminator :: d_loss: 0.732341], [ Generator :: loss: 0.138506] random_index: 36207 (32, 10) 36239 epoch: 39258, [Discriminator :: d_loss: 0.733058], [ Generator :: loss: 0.139895] random_index: 19945 (32, 10) 19977 epoch: 39259, [Discriminator :: d_loss: 0.724687], [ Generator :: loss: 0.151922] random_index: 36482 (32, 10) 36514 epoch: 39260, [Discriminator :: d_loss: 0.732771], [ Generator :: loss: 0.149898] random_index: 22328 (32, 10) 22360 epoch: 39261, [Discriminator :: d_loss: 0.735277], [ Generator :: loss: 0.146106] random_index: 17151 (32, 10) 17183 epoch: 39262, [Discriminator :: d_loss: 0.733877], [ Generator :: loss: 0.144894] random_index: 39487 (32, 10) 39519 epoch: 39263, [Discriminator :: d_loss: 0.744524], [ Generator :: loss: 0.147192] random_index: 20655 (32, 10) 20687 epoch: 39264, [Discriminator :: d_loss: 0.725839], [ Generator :: loss: 0.150713] random_index: 28490 (32, 10) 28522 epoch: 39265, [Discriminator :: d_loss: 0.729458], [ Generator :: loss: 0.142598] random_index: 31594 (32, 10) 31626 epoch: 39266, [Discriminator :: d_loss: 0.722070], [ Generator :: loss: 0.135767] random_index: 13985 (32, 10) 14017 epoch: 39267, [Discriminator :: d_loss: 0.726424], [ Generator :: loss: 0.124119] random_index: 19452 (32, 10) 19484 epoch: 39268, [Discriminator :: d_loss: 0.751953], [ Generator :: loss: 0.134941] random_index: 11029 (32, 10) 11061 epoch: 39269, [Discriminator :: d_loss: 0.731576], [ Generator :: loss: 0.132999] random_index: 15529 (32, 10) 15561 epoch: 39270, [Discriminator :: d_loss: 0.728442], [ Generator :: loss: 0.146084] random_index: 20827 (32, 10) 20859 epoch: 39271, [Discriminator :: d_loss: 0.729063], [ Generator :: loss: 0.146558] random_index: 20659 (32, 10) 20691 epoch: 39272, [Discriminator :: d_loss: 0.731827], [ Generator :: loss: 0.144753] random_index: 29297 (32, 10) 29329 epoch: 39273, [Discriminator :: d_loss: 0.726132], [ Generator :: loss: 0.138702] random_index: 10264 (32, 10) 10296 epoch: 39274, [Discriminator :: d_loss: 0.728090], [ Generator :: loss: 0.131524] random_index: 12580 (32, 10) 12612 epoch: 39275, [Discriminator :: d_loss: 0.728774], [ Generator :: loss: 0.129342] random_index: 38255 (32, 10) 38287 epoch: 39276, [Discriminator :: d_loss: 0.727242], [ Generator :: loss: 0.132836] random_index: 10255 (32, 10) 10287 epoch: 39277, [Discriminator :: d_loss: 0.722963], [ Generator :: loss: 0.127140] random_index: 27419 (32, 10) 27451 epoch: 39278, [Discriminator :: d_loss: 0.731815], [ Generator :: loss: 0.145532] random_index: 26032 (32, 10) 26064 epoch: 39279, [Discriminator :: d_loss: 0.732350], [ Generator :: loss: 0.145099] random_index: 26246 (32, 10) 26278 epoch: 39280, [Discriminator :: d_loss: 0.727759], [ Generator :: loss: 0.147894] random_index: 41696 (32, 10) 41728 epoch: 39281, [Discriminator :: d_loss: 0.729717], [ Generator :: loss: 0.136001] random_index: 9904 (32, 10) 9936 epoch: 39282, [Discriminator :: d_loss: 0.728479], [ Generator :: loss: 0.129208] random_index: 11463 (32, 10) 11495 epoch: 39283, [Discriminator :: d_loss: 0.726832], [ Generator :: loss: 0.131412] random_index: 21243 (32, 10) 21275 epoch: 39284, [Discriminator :: d_loss: 0.736094], [ Generator :: loss: 0.133535] random_index: 26005 (32, 10) 26037 epoch: 39285, [Discriminator :: d_loss: 0.720356], [ Generator :: loss: 0.130002] random_index: 19862 (32, 10) 19894 epoch: 39286, [Discriminator :: d_loss: 0.732181], [ Generator :: loss: 0.136770] random_index: 12724 (32, 10) 12756 epoch: 39287, [Discriminator :: d_loss: 0.731382], [ Generator :: loss: 0.144989] random_index: 13786 (32, 10) 13818 epoch: 39288, [Discriminator :: d_loss: 0.727148], [ Generator :: loss: 0.147294] random_index: 21975 (32, 10) 22007 epoch: 39289, [Discriminator :: d_loss: 0.731735], [ Generator :: loss: 0.139257] random_index: 14051 (32, 10) 14083 epoch: 39290, [Discriminator :: d_loss: 0.722467], [ Generator :: loss: 0.141127] random_index: 25757 (32, 10) 25789 epoch: 39291, [Discriminator :: d_loss: 0.726076], [ Generator :: loss: 0.130798] random_index: 14390 (32, 10) 14422 epoch: 39292, [Discriminator :: d_loss: 0.734230], [ Generator :: loss: 0.133341] random_index: 38395 (32, 10) 38427 epoch: 39293, [Discriminator :: d_loss: 0.731468], [ Generator :: loss: 0.132435] random_index: 7012 (32, 10) 7044 epoch: 39294, [Discriminator :: d_loss: 0.728247], [ Generator :: loss: 0.137250] random_index: 9434 (32, 10) 9466 epoch: 39295, [Discriminator :: d_loss: 0.730562], [ Generator :: loss: 0.136586] random_index: 22502 (32, 10) 22534 epoch: 39296, [Discriminator :: d_loss: 0.727252], [ Generator :: loss: 0.147017] random_index: 23123 (32, 10) 23155 epoch: 39297, 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d_loss: 0.729589], [ Generator :: loss: 0.126854] random_index: 12067 (32, 10) 12099 epoch: 39315, [Discriminator :: d_loss: 0.729242], [ Generator :: loss: 0.127902] random_index: 18701 (32, 10) 18733 epoch: 39316, [Discriminator :: d_loss: 0.726775], [ Generator :: loss: 0.134213] random_index: 12633 (32, 10) 12665 epoch: 39317, [Discriminator :: d_loss: 0.724558], [ Generator :: loss: 0.139420] random_index: 41418 (32, 10) 41450 epoch: 39318, [Discriminator :: d_loss: 0.733789], [ Generator :: loss: 0.143979] random_index: 29686 (32, 10) 29718 epoch: 39319, [Discriminator :: d_loss: 0.730532], [ Generator :: loss: 0.150281] random_index: 29122 (32, 10) 29154 epoch: 39320, [Discriminator :: d_loss: 0.727341], [ Generator :: loss: 0.147453] random_index: 25020 (32, 10) 25052 epoch: 39321, [Discriminator :: d_loss: 0.735026], [ Generator :: loss: 0.149739] random_index: 22356 (32, 10) 22388 epoch: 39322, [Discriminator :: d_loss: 0.726743], [ Generator :: loss: 0.136644] random_index: 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Generator :: loss: 0.125936] random_index: 36922 (32, 10) 36954 epoch: 39426, [Discriminator :: d_loss: 0.738256], [ Generator :: loss: 0.144920] random_index: 12124 (32, 10) 12156 epoch: 39427, [Discriminator :: d_loss: 0.731136], [ Generator :: loss: 0.147267] random_index: 34753 (32, 10) 34785 epoch: 39428, [Discriminator :: d_loss: 0.729839], [ Generator :: loss: 0.156422] random_index: 39216 (32, 10) 39248 epoch: 39429, [Discriminator :: d_loss: 0.728192], [ Generator :: loss: 0.155067] random_index: 2092 (32, 10) 2124 epoch: 39430, [Discriminator :: d_loss: 0.726873], [ Generator :: loss: 0.149108] random_index: 29762 (32, 10) 29794 epoch: 39431, [Discriminator :: d_loss: 0.735173], [ Generator :: loss: 0.137628] random_index: 38107 (32, 10) 38139 epoch: 39432, [Discriminator :: d_loss: 0.734390], [ Generator :: loss: 0.138309] random_index: 24434 (32, 10) 24466 epoch: 39433, [Discriminator :: d_loss: 0.727662], [ Generator :: loss: 0.130529] random_index: 31344 (32, 10) 31376 epoch: 39434, [Discriminator :: d_loss: 0.725714], [ Generator :: loss: 0.125618] random_index: 20938 (32, 10) 20970 epoch: 39435, [Discriminator :: d_loss: 0.733547], [ Generator :: loss: 0.142586] random_index: 9857 (32, 10) 9889 epoch: 39436, [Discriminator :: d_loss: 0.727331], [ Generator :: loss: 0.148339] random_index: 34833 (32, 10) 34865 epoch: 39437, [Discriminator :: d_loss: 0.725309], [ Generator :: loss: 0.159443] random_index: 33779 (32, 10) 33811 epoch: 39438, [Discriminator :: d_loss: 0.739676], [ Generator :: loss: 0.162815] random_index: 35154 (32, 10) 35186 epoch: 39439, [Discriminator :: d_loss: 0.732408], [ Generator :: loss: 0.159690] random_index: 12318 (32, 10) 12350 epoch: 39440, [Discriminator :: d_loss: 0.726274], [ Generator :: loss: 0.140875] random_index: 36747 (32, 10) 36779 epoch: 39441, [Discriminator :: d_loss: 0.734818], [ Generator :: loss: 0.138316] random_index: 10972 (32, 10) 11004 epoch: 39442, [Discriminator :: d_loss: 0.730740], [ Generator :: loss: 0.136432] random_index: 17382 (32, 10) 17414 epoch: 39443, [Discriminator :: d_loss: 0.728912], [ Generator :: loss: 0.130238] random_index: 19846 (32, 10) 19878 epoch: 39444, [Discriminator :: d_loss: 0.722219], [ Generator :: loss: 0.135800] random_index: 6025 (32, 10) 6057 epoch: 39445, [Discriminator :: d_loss: 0.729083], [ Generator :: loss: 0.140207] random_index: 18412 (32, 10) 18444 epoch: 39446, [Discriminator :: d_loss: 0.721125], [ Generator :: loss: 0.141544] random_index: 38829 (32, 10) 38861 epoch: 39447, [Discriminator :: d_loss: 0.717187], [ Generator :: loss: 0.140332] random_index: 27327 (32, 10) 27359 epoch: 39448, [Discriminator :: d_loss: 0.730461], [ Generator :: loss: 0.146119] random_index: 39267 (32, 10) 39299 epoch: 39449, [Discriminator :: d_loss: 0.726396], [ Generator :: loss: 0.141964] random_index: 5261 (32, 10) 5293 epoch: 39450, [Discriminator :: d_loss: 0.730257], [ Generator :: loss: 0.144497] random_index: 34750 (32, 10) 34782 epoch: 39451, 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d_loss: 0.730571], [ Generator :: loss: 0.150388] random_index: 7134 (32, 10) 7166 epoch: 39469, [Discriminator :: d_loss: 0.731231], [ Generator :: loss: 0.140970] random_index: 11884 (32, 10) 11916 epoch: 39470, [Discriminator :: d_loss: 0.725978], [ Generator :: loss: 0.141615] random_index: 4204 (32, 10) 4236 epoch: 39471, [Discriminator :: d_loss: 0.730084], [ Generator :: loss: 0.129255] random_index: 20825 (32, 10) 20857 epoch: 39472, [Discriminator :: d_loss: 0.736017], [ Generator :: loss: 0.125221] random_index: 21862 (32, 10) 21894 epoch: 39473, [Discriminator :: d_loss: 0.732829], [ Generator :: loss: 0.137441] random_index: 423 (32, 10) 455 epoch: 39474, [Discriminator :: d_loss: 0.740747], [ Generator :: loss: 0.147581] random_index: 7072 (32, 10) 7104 epoch: 39475, [Discriminator :: d_loss: 0.726190], [ Generator :: loss: 0.146229] random_index: 8200 (32, 10) 8232 epoch: 39476, [Discriminator :: d_loss: 0.732127], [ Generator :: loss: 0.148489] random_index: 7054 (32, 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d_loss: 0.737027], [ Generator :: loss: 0.140827] random_index: 28308 (32, 10) 28340 epoch: 39529, [Discriminator :: d_loss: 0.733901], [ Generator :: loss: 0.129149] random_index: 8614 (32, 10) 8646 epoch: 39530, [Discriminator :: d_loss: 0.736593], [ Generator :: loss: 0.122389] random_index: 38678 (32, 10) 38710 epoch: 39531, [Discriminator :: d_loss: 0.736176], [ Generator :: loss: 0.130764] random_index: 31596 (32, 10) 31628 epoch: 39532, [Discriminator :: d_loss: 0.732366], [ Generator :: loss: 0.146795] random_index: 26543 (32, 10) 26575 epoch: 39533, [Discriminator :: d_loss: 0.726752], [ Generator :: loss: 0.162646] random_index: 7466 (32, 10) 7498 epoch: 39534, [Discriminator :: d_loss: 0.734495], [ Generator :: loss: 0.150697] random_index: 9751 (32, 10) 9783 epoch: 39535, [Discriminator :: d_loss: 0.725660], [ Generator :: loss: 0.144837] random_index: 16767 (32, 10) 16799 epoch: 39536, [Discriminator :: d_loss: 0.726182], [ Generator :: loss: 0.138411] random_index: 25728 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39785, [Discriminator :: d_loss: 0.733853], [ Generator :: loss: 0.143398] random_index: 32048 (32, 10) 32080 epoch: 39786, [Discriminator :: d_loss: 0.731169], [ Generator :: loss: 0.150474] random_index: 29949 (32, 10) 29981 epoch: 39787, [Discriminator :: d_loss: 0.725007], [ Generator :: loss: 0.151744] random_index: 20416 (32, 10) 20448 epoch: 39788, [Discriminator :: d_loss: 0.721787], [ Generator :: loss: 0.139776] random_index: 15218 (32, 10) 15250 epoch: 39789, [Discriminator :: d_loss: 0.729731], [ Generator :: loss: 0.133433] random_index: 1225 (32, 10) 1257 epoch: 39790, [Discriminator :: d_loss: 0.724913], [ Generator :: loss: 0.131089] random_index: 632 (32, 10) 664 epoch: 39791, [Discriminator :: d_loss: 0.735132], [ Generator :: loss: 0.137536] random_index: 16569 (32, 10) 16601 epoch: 39792, [Discriminator :: d_loss: 0.730457], [ Generator :: loss: 0.140854] random_index: 10530 (32, 10) 10562 epoch: 39793, [Discriminator :: d_loss: 0.729460], [ Generator :: loss: 0.144519] random_index: 39045 (32, 10) 39077 epoch: 39794, [Discriminator :: d_loss: 0.738552], [ Generator :: loss: 0.151145] random_index: 21776 (32, 10) 21808 epoch: 39795, [Discriminator :: d_loss: 0.725769], [ Generator :: loss: 0.157050] random_index: 4073 (32, 10) 4105 epoch: 39796, [Discriminator :: d_loss: 0.726083], [ Generator :: loss: 0.147953] random_index: 18288 (32, 10) 18320 epoch: 39797, [Discriminator :: d_loss: 0.746702], [ Generator :: loss: 0.154119] random_index: 14854 (32, 10) 14886 epoch: 39798, [Discriminator :: d_loss: 0.731254], [ Generator :: loss: 0.147469] random_index: 3160 (32, 10) 3192 epoch: 39799, [Discriminator :: d_loss: 0.728996], [ Generator :: loss: 0.141569] random_index: 40414 (32, 10) 40446 epoch: 39800, [Discriminator :: d_loss: 0.730431], [ Generator :: loss: 0.132785] random_index: 37191 (32, 10) 37223 epoch: 39801, [Discriminator :: d_loss: 0.726827], [ Generator :: loss: 0.128139] random_index: 135 (32, 10) 167 epoch: 39802, [Discriminator :: d_loss: 0.727195], [ Generator :: loss: 0.122355] random_index: 12414 (32, 10) 12446 epoch: 39803, [Discriminator :: d_loss: 0.732993], [ Generator :: loss: 0.121516] random_index: 14514 (32, 10) 14546 epoch: 39804, [Discriminator :: d_loss: 0.737420], [ Generator :: loss: 0.133596] random_index: 40552 (32, 10) 40584 epoch: 39805, [Discriminator :: d_loss: 0.721217], [ Generator :: loss: 0.147062] random_index: 11677 (32, 10) 11709 epoch: 39806, [Discriminator :: d_loss: 0.727440], [ Generator :: loss: 0.158730] random_index: 2149 (32, 10) 2181 epoch: 39807, [Discriminator :: d_loss: 0.735209], [ Generator :: loss: 0.152391] random_index: 21330 (32, 10) 21362 epoch: 39808, [Discriminator :: d_loss: 0.728208], [ Generator :: loss: 0.154030] random_index: 8930 (32, 10) 8962 epoch: 39809, [Discriminator :: d_loss: 0.728961], [ Generator :: loss: 0.135623] random_index: 21916 (32, 10) 21948 epoch: 39810, [Discriminator :: d_loss: 0.725391], [ Generator :: loss: 0.133746] random_index: 15363 (32, 10) 15395 epoch: 39811, [Discriminator :: d_loss: 0.720963], [ Generator :: loss: 0.129996] random_index: 39919 (32, 10) 39951 epoch: 39812, [Discriminator :: d_loss: 0.730277], [ Generator :: loss: 0.127065] random_index: 19979 (32, 10) 20011 epoch: 39813, [Discriminator :: d_loss: 0.732670], [ Generator :: loss: 0.142834] random_index: 28342 (32, 10) 28374 epoch: 39814, [Discriminator :: d_loss: 0.738561], [ Generator :: loss: 0.155561] random_index: 6238 (32, 10) 6270 epoch: 39815, [Discriminator :: d_loss: 0.733431], [ Generator :: loss: 0.160943] random_index: 5175 (32, 10) 5207 epoch: 39816, [Discriminator :: d_loss: 0.729427], [ Generator :: loss: 0.156816] random_index: 15685 (32, 10) 15717 epoch: 39817, [Discriminator :: d_loss: 0.738294], [ Generator :: loss: 0.150717] random_index: 1219 (32, 10) 1251 epoch: 39818, [Discriminator :: d_loss: 0.732382], [ Generator :: loss: 0.138116] random_index: 22299 (32, 10) 22331 epoch: 39819, [Discriminator :: d_loss: 0.731716], [ Generator :: loss: 0.125781] random_index: 14804 (32, 10) 14836 epoch: 39820, [Discriminator :: d_loss: 0.733392], [ Generator :: loss: 0.128181] random_index: 14658 (32, 10) 14690 epoch: 39821, [Discriminator :: d_loss: 0.743397], [ Generator :: loss: 0.130715] random_index: 15770 (32, 10) 15802 epoch: 39822, [Discriminator :: d_loss: 0.729426], [ Generator :: loss: 0.142620] random_index: 17091 (32, 10) 17123 epoch: 39823, [Discriminator :: d_loss: 0.733676], [ Generator :: loss: 0.142596] random_index: 22845 (32, 10) 22877 epoch: 39824, [Discriminator :: d_loss: 0.728224], [ Generator :: loss: 0.139482] random_index: 25850 (32, 10) 25882 epoch: 39825, [Discriminator :: d_loss: 0.737142], [ Generator :: loss: 0.137054] random_index: 35075 (32, 10) 35107 epoch: 39826, [Discriminator :: d_loss: 0.739583], [ Generator :: loss: 0.138349] random_index: 34703 (32, 10) 34735 epoch: 39827, [Discriminator :: d_loss: 0.730120], [ Generator :: loss: 0.145495] random_index: 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epoch: 39845, [Discriminator :: d_loss: 0.728377], [ Generator :: loss: 0.135025] random_index: 11102 (32, 10) 11134 epoch: 39846, [Discriminator :: d_loss: 0.739031], [ Generator :: loss: 0.155866] random_index: 20425 (32, 10) 20457 epoch: 39847, [Discriminator :: d_loss: 0.736186], [ Generator :: loss: 0.154736] random_index: 3534 (32, 10) 3566 epoch: 39848, [Discriminator :: d_loss: 0.725347], [ Generator :: loss: 0.146990] random_index: 23335 (32, 10) 23367 epoch: 39849, [Discriminator :: d_loss: 0.730001], [ Generator :: loss: 0.135639] random_index: 9070 (32, 10) 9102 epoch: 39850, [Discriminator :: d_loss: 0.734481], [ Generator :: loss: 0.134785] random_index: 14538 (32, 10) 14570 epoch: 39851, [Discriminator :: d_loss: 0.739844], [ Generator :: loss: 0.137259] random_index: 24956 (32, 10) 24988 epoch: 39852, [Discriminator :: d_loss: 0.730483], [ Generator :: loss: 0.137165] random_index: 29751 (32, 10) 29783 epoch: 39853, [Discriminator :: d_loss: 0.726962], [ Generator :: loss: 0.138726] random_index: 36792 (32, 10) 36824 epoch: 39854, [Discriminator :: d_loss: 0.732816], [ Generator :: loss: 0.136633] random_index: 28802 (32, 10) 28834 epoch: 39855, [Discriminator :: d_loss: 0.736162], [ Generator :: loss: 0.148479] random_index: 38326 (32, 10) 38358 epoch: 39856, [Discriminator :: d_loss: 0.736282], [ Generator :: loss: 0.146025] random_index: 37626 (32, 10) 37658 epoch: 39857, [Discriminator :: d_loss: 0.736506], [ Generator :: loss: 0.160174] random_index: 36109 (32, 10) 36141 epoch: 39858, [Discriminator :: d_loss: 0.725152], [ Generator :: loss: 0.149387] random_index: 3686 (32, 10) 3718 epoch: 39859, [Discriminator :: d_loss: 0.736873], [ Generator :: loss: 0.150079] random_index: 25483 (32, 10) 25515 epoch: 39860, [Discriminator :: d_loss: 0.732905], [ Generator :: loss: 0.148153] random_index: 24266 (32, 10) 24298 epoch: 39861, [Discriminator :: d_loss: 0.725789], [ Generator :: loss: 0.146823] random_index: 32924 (32, 10) 32956 epoch: 39862, [Discriminator :: d_loss: 0.727417], [ Generator :: loss: 0.136832] random_index: 2210 (32, 10) 2242 epoch: 39863, [Discriminator :: d_loss: 0.731644], [ Generator :: loss: 0.134155] random_index: 7662 (32, 10) 7694 epoch: 39864, [Discriminator :: d_loss: 0.724355], [ Generator :: loss: 0.141914] random_index: 11102 (32, 10) 11134 epoch: 39865, [Discriminator :: d_loss: 0.727223], [ Generator :: loss: 0.140150] random_index: 22136 (32, 10) 22168 epoch: 39866, [Discriminator :: d_loss: 0.731835], [ Generator :: loss: 0.152697] random_index: 38005 (32, 10) 38037 epoch: 39867, [Discriminator :: d_loss: 0.729941], [ Generator :: loss: 0.141943] random_index: 41000 (32, 10) 41032 epoch: 39868, [Discriminator :: d_loss: 0.726078], [ Generator :: loss: 0.144563] random_index: 6983 (32, 10) 7015 epoch: 39869, [Discriminator :: d_loss: 0.725845], [ Generator :: loss: 0.146999] random_index: 12561 (32, 10) 12593 epoch: 39870, [Discriminator :: d_loss: 0.728912], [ Generator :: loss: 0.139311] random_index: 17661 (32, 10) 17693 epoch: 39871, [Discriminator :: d_loss: 0.726779], [ Generator :: loss: 0.136660] random_index: 12391 (32, 10) 12423 epoch: 39872, [Discriminator :: d_loss: 0.734407], [ Generator :: loss: 0.145172] random_index: 14530 (32, 10) 14562 epoch: 39873, [Discriminator :: d_loss: 0.734256], [ Generator :: loss: 0.150639] random_index: 10708 (32, 10) 10740 epoch: 39874, [Discriminator :: d_loss: 0.724452], [ Generator :: loss: 0.144697] random_index: 13608 (32, 10) 13640 epoch: 39875, [Discriminator :: d_loss: 0.726134], [ Generator :: loss: 0.137144] random_index: 40953 (32, 10) 40985 epoch: 39876, [Discriminator :: d_loss: 0.720652], [ Generator :: loss: 0.130079] random_index: 40680 (32, 10) 40712 epoch: 39877, [Discriminator :: d_loss: 0.731297], [ Generator :: loss: 0.134316] random_index: 27594 (32, 10) 27626 epoch: 39878, [Discriminator :: d_loss: 0.727767], [ Generator :: loss: 0.147630] random_index: 16363 (32, 10) 16395 epoch: 39879, [Discriminator :: d_loss: 0.725058], [ Generator :: loss: 0.148875] random_index: 28075 (32, 10) 28107 epoch: 39880, [Discriminator :: d_loss: 0.720794], [ Generator :: loss: 0.147207] random_index: 21285 (32, 10) 21317 epoch: 39881, [Discriminator :: d_loss: 0.728112], [ Generator :: loss: 0.147914] random_index: 30826 (32, 10) 30858 epoch: 39882, [Discriminator :: d_loss: 0.730217], [ Generator :: loss: 0.147498] random_index: 77 (32, 10) 109 epoch: 39883, [Discriminator :: d_loss: 0.732387], [ Generator :: loss: 0.151175] random_index: 26629 (32, 10) 26661 epoch: 39884, [Discriminator :: d_loss: 0.731495], [ Generator :: loss: 0.150385] random_index: 35992 (32, 10) 36024 epoch: 39885, [Discriminator :: d_loss: 0.728997], [ Generator :: loss: 0.147844] random_index: 2431 (32, 10) 2463 epoch: 39886, [Discriminator :: d_loss: 0.731622], [ Generator :: loss: 0.139673] random_index: 3079 (32, 10) 3111 epoch: 39887, [Discriminator :: d_loss: 0.722856], [ Generator :: loss: 0.130323] random_index: 4722 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Generator :: loss: 0.136831] random_index: 14077 (32, 10) 14109 epoch: 39897, [Discriminator :: d_loss: 0.735182], [ Generator :: loss: 0.153984] random_index: 39567 (32, 10) 39599 epoch: 39898, [Discriminator :: d_loss: 0.726760], [ Generator :: loss: 0.163089] random_index: 22962 (32, 10) 22994 epoch: 39899, [Discriminator :: d_loss: 0.728979], [ Generator :: loss: 0.161820] random_index: 24278 (32, 10) 24310 epoch: 39900, [Discriminator :: d_loss: 0.725314], [ Generator :: loss: 0.144934] random_index: 15914 (32, 10) 15946 epoch: 39901, [Discriminator :: d_loss: 0.727680], [ Generator :: loss: 0.136969] random_index: 17255 (32, 10) 17287 epoch: 39902, [Discriminator :: d_loss: 0.729520], [ Generator :: loss: 0.129585] random_index: 22223 (32, 10) 22255 epoch: 39903, [Discriminator :: d_loss: 0.733210], [ Generator :: loss: 0.140356] random_index: 31877 (32, 10) 31909 epoch: 39904, [Discriminator :: d_loss: 0.717572], [ Generator :: loss: 0.149738] random_index: 6373 (32, 10) 6405 epoch: 39905, [Discriminator :: d_loss: 0.727161], [ Generator :: loss: 0.147687] random_index: 24607 (32, 10) 24639 epoch: 39906, [Discriminator :: d_loss: 0.726890], [ Generator :: loss: 0.145491] random_index: 18347 (32, 10) 18379 epoch: 39907, [Discriminator :: d_loss: 0.722626], [ Generator :: loss: 0.150190] random_index: 24339 (32, 10) 24371 epoch: 39908, [Discriminator :: d_loss: 0.724533], [ Generator :: loss: 0.139658] random_index: 34362 (32, 10) 34394 epoch: 39909, [Discriminator :: d_loss: 0.721573], [ Generator :: loss: 0.135298] random_index: 21963 (32, 10) 21995 epoch: 39910, [Discriminator :: d_loss: 0.729630], [ Generator :: loss: 0.126973] random_index: 9588 (32, 10) 9620 epoch: 39911, [Discriminator :: d_loss: 0.722724], [ Generator :: loss: 0.129373] random_index: 8091 (32, 10) 8123 epoch: 39912, [Discriminator :: d_loss: 0.723191], [ Generator :: loss: 0.141391] random_index: 5500 (32, 10) 5532 epoch: 39913, [Discriminator :: d_loss: 0.718233], [ Generator :: loss: 0.137895] random_index: 34822 (32, 10) 34854 epoch: 39914, [Discriminator :: d_loss: 0.726657], [ Generator :: loss: 0.144087] random_index: 23113 (32, 10) 23145 epoch: 39915, [Discriminator :: d_loss: 0.724416], [ Generator :: loss: 0.146965] random_index: 4553 (32, 10) 4585 epoch: 39916, [Discriminator :: d_loss: 0.732159], [ Generator :: loss: 0.141429] random_index: 10587 (32, 10) 10619 epoch: 39917, [Discriminator :: d_loss: 0.733639], [ Generator :: loss: 0.152901] random_index: 41404 (32, 10) 41436 epoch: 39918, [Discriminator :: d_loss: 0.731403], [ Generator :: loss: 0.150359] random_index: 39908 (32, 10) 39940 epoch: 39919, [Discriminator :: d_loss: 0.728471], [ Generator :: loss: 0.147901] random_index: 35168 (32, 10) 35200 epoch: 39920, [Discriminator :: d_loss: 0.727809], [ Generator :: loss: 0.156542] random_index: 12278 (32, 10) 12310 epoch: 39921, [Discriminator :: d_loss: 0.733969], [ Generator :: loss: 0.139092] random_index: 16250 (32, 10) 16282 epoch: 39922, [Discriminator :: d_loss: 0.726532], [ Generator :: loss: 0.136270] random_index: 18955 (32, 10) 18987 epoch: 39923, [Discriminator :: d_loss: 0.731810], [ Generator :: loss: 0.138233] random_index: 39432 (32, 10) 39464 epoch: 39924, [Discriminator :: d_loss: 0.733479], [ Generator :: loss: 0.146045] random_index: 375 (32, 10) 407 epoch: 39925, [Discriminator :: d_loss: 0.726313], [ Generator :: loss: 0.143434] random_index: 28940 (32, 10) 28972 epoch: 39926, [Discriminator :: d_loss: 0.729667], [ Generator :: loss: 0.146529] random_index: 39004 (32, 10) 39036 epoch: 39927, [Discriminator :: d_loss: 0.722631], [ Generator :: loss: 0.146350] random_index: 13446 (32, 10) 13478 epoch: 39928, [Discriminator :: d_loss: 0.740273], [ Generator :: loss: 0.144653] random_index: 1325 (32, 10) 1357 epoch: 39929, [Discriminator :: d_loss: 0.729248], [ Generator :: loss: 0.144934] random_index: 32128 (32, 10) 32160 epoch: 39930, [Discriminator :: d_loss: 0.738682], [ Generator :: loss: 0.141571] 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0.727446], [ Generator :: loss: 0.141835] random_index: 425 (32, 10) 457 epoch: 39940, [Discriminator :: d_loss: 0.731912], [ Generator :: loss: 0.138795] random_index: 34545 (32, 10) 34577 epoch: 39941, [Discriminator :: d_loss: 0.740159], [ Generator :: loss: 0.133648] random_index: 29532 (32, 10) 29564 epoch: 39942, [Discriminator :: d_loss: 0.732098], [ Generator :: loss: 0.135895] random_index: 6546 (32, 10) 6578 epoch: 39943, [Discriminator :: d_loss: 0.730221], [ Generator :: loss: 0.150206] random_index: 17748 (32, 10) 17780 epoch: 39944, [Discriminator :: d_loss: 0.727264], [ Generator :: loss: 0.144854] random_index: 40265 (32, 10) 40297 epoch: 39945, [Discriminator :: d_loss: 0.732697], [ Generator :: loss: 0.143319] random_index: 34029 (32, 10) 34061 epoch: 39946, [Discriminator :: d_loss: 0.731275], [ Generator :: loss: 0.134258] random_index: 35332 (32, 10) 35364 epoch: 39947, [Discriminator :: d_loss: 0.730193], [ Generator :: loss: 0.136713] random_index: 1674 (32, 10) 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loss: 0.147088] random_index: 38892 (32, 10) 38924 epoch: 40094, [Discriminator :: d_loss: 0.727959], [ Generator :: loss: 0.157485] random_index: 12261 (32, 10) 12293 epoch: 40095, [Discriminator :: d_loss: 0.727059], [ Generator :: loss: 0.150136] random_index: 39891 (32, 10) 39923 epoch: 40096, [Discriminator :: d_loss: 0.723091], [ Generator :: loss: 0.145732] random_index: 38503 (32, 10) 38535 epoch: 40097, [Discriminator :: d_loss: 0.728627], [ Generator :: loss: 0.133166] random_index: 4437 (32, 10) 4469 epoch: 40098, [Discriminator :: d_loss: 0.729818], [ Generator :: loss: 0.120760] random_index: 22329 (32, 10) 22361 epoch: 40099, [Discriminator :: d_loss: 0.733619], [ Generator :: loss: 0.121835] random_index: 12019 (32, 10) 12051 epoch: 40100, [Discriminator :: d_loss: 0.731340], [ Generator :: loss: 0.126452] random_index: 31062 (32, 10) 31094 epoch: 40101, [Discriminator :: d_loss: 0.723922], [ Generator :: loss: 0.142136] random_index: 29352 (32, 10) 29384 epoch: 40102, [Discriminator :: d_loss: 0.730068], [ Generator :: loss: 0.153435] random_index: 8559 (32, 10) 8591 epoch: 40103, [Discriminator :: d_loss: 0.730858], [ Generator :: loss: 0.168386] random_index: 6350 (32, 10) 6382 epoch: 40104, [Discriminator :: d_loss: 0.736789], [ Generator :: loss: 0.157960] random_index: 2303 (32, 10) 2335 epoch: 40105, [Discriminator :: d_loss: 0.725432], [ Generator :: loss: 0.146753] random_index: 15225 (32, 10) 15257 epoch: 40106, [Discriminator :: d_loss: 0.724952], [ Generator :: loss: 0.136216] random_index: 39003 (32, 10) 39035 epoch: 40107, [Discriminator :: d_loss: 0.739199], [ Generator :: loss: 0.132269] random_index: 15829 (32, 10) 15861 epoch: 40108, [Discriminator :: d_loss: 0.735370], [ Generator :: loss: 0.128534] random_index: 2013 (32, 10) 2045 epoch: 40109, [Discriminator :: d_loss: 0.733898], [ Generator :: loss: 0.137634] random_index: 39164 (32, 10) 39196 epoch: 40110, [Discriminator :: d_loss: 0.736281], [ Generator :: loss: 0.139654] random_index: 41400 (32, 10) 41432 epoch: 40111, [Discriminator :: d_loss: 0.729019], [ Generator :: loss: 0.139792] random_index: 19169 (32, 10) 19201 epoch: 40112, [Discriminator :: d_loss: 0.730172], [ Generator :: loss: 0.143583] random_index: 31406 (32, 10) 31438 epoch: 40113, [Discriminator :: d_loss: 0.727976], [ Generator :: loss: 0.143431] random_index: 33034 (32, 10) 33066 epoch: 40114, [Discriminator :: d_loss: 0.731554], [ Generator :: loss: 0.142613] random_index: 36491 (32, 10) 36523 epoch: 40115, [Discriminator :: d_loss: 0.733914], [ Generator :: loss: 0.135056] random_index: 38025 (32, 10) 38057 epoch: 40116, [Discriminator :: d_loss: 0.726278], [ Generator :: loss: 0.139423] random_index: 28860 (32, 10) 28892 epoch: 40117, [Discriminator :: d_loss: 0.724428], [ Generator :: loss: 0.130127] random_index: 3264 (32, 10) 3296 epoch: 40118, [Discriminator :: d_loss: 0.727234], [ Generator :: loss: 0.134988] random_index: 25457 (32, 10) 25489 epoch: 40119, [Discriminator :: d_loss: 0.727370], [ Generator :: loss: 0.140350] random_index: 41768 (32, 10) 41800 epoch: 40120, [Discriminator :: d_loss: 0.727594], [ Generator :: loss: 0.140428] random_index: 31858 (32, 10) 31890 epoch: 40121, [Discriminator :: d_loss: 0.723436], [ Generator :: loss: 0.145888] random_index: 29787 (32, 10) 29819 epoch: 40122, [Discriminator :: d_loss: 0.725554], [ Generator :: loss: 0.141576] random_index: 14804 (32, 10) 14836 epoch: 40123, [Discriminator :: d_loss: 0.726839], [ Generator :: loss: 0.141503] random_index: 30934 (32, 10) 30966 epoch: 40124, [Discriminator :: d_loss: 0.712367], [ Generator :: loss: 0.128762] random_index: 4649 (32, 10) 4681 epoch: 40125, [Discriminator :: d_loss: 0.737238], [ Generator :: loss: 0.145930] random_index: 26310 (32, 10) 26342 epoch: 40126, [Discriminator :: d_loss: 0.731625], [ Generator :: loss: 0.140319] random_index: 14221 (32, 10) 14253 epoch: 40127, [Discriminator :: d_loss: 0.722011], [ Generator :: loss: 0.150387] random_index: 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epoch: 40145, [Discriminator :: d_loss: 0.734221], [ Generator :: loss: 0.136732] random_index: 6938 (32, 10) 6970 epoch: 40146, [Discriminator :: d_loss: 0.721476], [ Generator :: loss: 0.138965] random_index: 2940 (32, 10) 2972 epoch: 40147, [Discriminator :: d_loss: 0.729836], [ Generator :: loss: 0.144647] random_index: 23112 (32, 10) 23144 epoch: 40148, [Discriminator :: d_loss: 0.733137], [ Generator :: loss: 0.154816] random_index: 12489 (32, 10) 12521 epoch: 40149, [Discriminator :: d_loss: 0.721133], [ Generator :: loss: 0.153810] random_index: 36302 (32, 10) 36334 epoch: 40150, [Discriminator :: d_loss: 0.727054], [ Generator :: loss: 0.144808] random_index: 5898 (32, 10) 5930 epoch: 40151, [Discriminator :: d_loss: 0.719409], [ Generator :: loss: 0.135763] random_index: 10906 (32, 10) 10938 epoch: 40152, [Discriminator :: d_loss: 0.721515], [ Generator :: loss: 0.120812] random_index: 16877 (32, 10) 16909 epoch: 40153, [Discriminator :: d_loss: 0.739165], [ Generator :: loss: 0.127989] random_index: 14911 (32, 10) 14943 epoch: 40154, [Discriminator :: d_loss: 0.726025], [ Generator :: loss: 0.137556] random_index: 30426 (32, 10) 30458 epoch: 40155, [Discriminator :: d_loss: 0.727226], [ Generator :: loss: 0.149252] random_index: 25863 (32, 10) 25895 epoch: 40156, [Discriminator :: d_loss: 0.729479], [ Generator :: loss: 0.154609] random_index: 35890 (32, 10) 35922 epoch: 40157, [Discriminator :: d_loss: 0.728185], [ Generator :: loss: 0.163180] random_index: 11730 (32, 10) 11762 epoch: 40158, [Discriminator :: d_loss: 0.738725], [ Generator :: loss: 0.150058] random_index: 15506 (32, 10) 15538 epoch: 40159, [Discriminator :: d_loss: 0.729438], [ Generator :: loss: 0.145477] random_index: 20036 (32, 10) 20068 epoch: 40160, [Discriminator :: d_loss: 0.728619], [ Generator :: loss: 0.142468] random_index: 20270 (32, 10) 20302 epoch: 40161, [Discriminator :: d_loss: 0.725466], [ Generator :: loss: 0.130583] random_index: 29305 (32, 10) 29337 epoch: 40162, 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random_index: 34069 (32, 10) 34101 epoch: 40171, [Discriminator :: d_loss: 0.731672], [ Generator :: loss: 0.144717] random_index: 5347 (32, 10) 5379 epoch: 40172, [Discriminator :: d_loss: 0.728308], [ Generator :: loss: 0.143063] random_index: 21294 (32, 10) 21326 epoch: 40173, [Discriminator :: d_loss: 0.727819], [ Generator :: loss: 0.143044] random_index: 14310 (32, 10) 14342 epoch: 40174, [Discriminator :: d_loss: 0.726111], [ Generator :: loss: 0.135421] random_index: 40225 (32, 10) 40257 epoch: 40175, [Discriminator :: d_loss: 0.729836], [ Generator :: loss: 0.136486] random_index: 30747 (32, 10) 30779 epoch: 40176, [Discriminator :: d_loss: 0.735358], [ Generator :: loss: 0.139304] random_index: 5769 (32, 10) 5801 epoch: 40177, [Discriminator :: d_loss: 0.728448], [ Generator :: loss: 0.145343] random_index: 41101 (32, 10) 41133 epoch: 40178, [Discriminator :: d_loss: 0.732023], [ Generator :: loss: 0.147819] random_index: 13141 (32, 10) 13173 epoch: 40179, [Discriminator :: d_loss: 0.728576], [ Generator :: loss: 0.148554] random_index: 8468 (32, 10) 8500 epoch: 40180, [Discriminator :: d_loss: 0.741895], [ Generator :: loss: 0.155525] random_index: 10368 (32, 10) 10400 epoch: 40181, [Discriminator :: d_loss: 0.731709], [ Generator :: loss: 0.149572] random_index: 3367 (32, 10) 3399 epoch: 40182, [Discriminator :: d_loss: 0.733563], [ Generator :: loss: 0.147395] random_index: 12800 (32, 10) 12832 epoch: 40183, [Discriminator :: d_loss: 0.729489], [ Generator :: loss: 0.131728] random_index: 26404 (32, 10) 26436 epoch: 40184, [Discriminator :: d_loss: 0.744931], [ Generator :: loss: 0.130302] random_index: 16239 (32, 10) 16271 epoch: 40185, [Discriminator :: d_loss: 0.728132], [ Generator :: loss: 0.138600] random_index: 14247 (32, 10) 14279 epoch: 40186, [Discriminator :: d_loss: 0.730925], [ Generator :: loss: 0.143091] random_index: 40528 (32, 10) 40560 epoch: 40187, [Discriminator :: d_loss: 0.731386], [ Generator :: loss: 0.146988] random_index: 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0.143119] random_index: 6822 (32, 10) 6854 epoch: 40231, [Discriminator :: d_loss: 0.728763], [ Generator :: loss: 0.139474] random_index: 12936 (32, 10) 12968 epoch: 40232, [Discriminator :: d_loss: 0.720652], [ Generator :: loss: 0.134263] random_index: 30421 (32, 10) 30453 epoch: 40233, [Discriminator :: d_loss: 0.730850], [ Generator :: loss: 0.133630] random_index: 26087 (32, 10) 26119 epoch: 40234, [Discriminator :: d_loss: 0.727827], [ Generator :: loss: 0.136260] random_index: 28720 (32, 10) 28752 epoch: 40235, [Discriminator :: d_loss: 0.727890], [ Generator :: loss: 0.145264] random_index: 25786 (32, 10) 25818 epoch: 40236, [Discriminator :: d_loss: 0.740066], [ Generator :: loss: 0.147010] random_index: 9739 (32, 10) 9771 epoch: 40237, [Discriminator :: d_loss: 0.727643], [ Generator :: loss: 0.150532] random_index: 4313 (32, 10) 4345 epoch: 40238, [Discriminator :: d_loss: 0.728763], [ Generator :: loss: 0.152990] random_index: 8476 (32, 10) 8508 epoch: 40239, 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epoch: 40436, [Discriminator :: d_loss: 0.730797], [ Generator :: loss: 0.143403] random_index: 36990 (32, 10) 37022 epoch: 40437, [Discriminator :: d_loss: 0.729361], [ Generator :: loss: 0.138502] random_index: 30770 (32, 10) 30802 epoch: 40438, [Discriminator :: d_loss: 0.723112], [ Generator :: loss: 0.145839] random_index: 28628 (32, 10) 28660 epoch: 40439, [Discriminator :: d_loss: 0.730462], [ Generator :: loss: 0.155246] random_index: 37031 (32, 10) 37063 epoch: 40440, [Discriminator :: d_loss: 0.735574], [ Generator :: loss: 0.140613] random_index: 40879 (32, 10) 40911 epoch: 40441, [Discriminator :: d_loss: 0.734391], [ Generator :: loss: 0.139069] random_index: 39687 (32, 10) 39719 epoch: 40442, [Discriminator :: d_loss: 0.730610], [ Generator :: loss: 0.136452] random_index: 5392 (32, 10) 5424 epoch: 40443, [Discriminator :: d_loss: 0.724557], [ Generator :: loss: 0.135131] random_index: 37469 (32, 10) 37501 epoch: 40444, [Discriminator :: d_loss: 0.728059], [ Generator :: 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0.742014], [ Generator :: loss: 0.133959] random_index: 34134 (32, 10) 34166 epoch: 40471, [Discriminator :: d_loss: 0.729824], [ Generator :: loss: 0.128487] random_index: 31244 (32, 10) 31276 epoch: 40472, [Discriminator :: d_loss: 0.729266], [ Generator :: loss: 0.132653] random_index: 2546 (32, 10) 2578 epoch: 40473, [Discriminator :: d_loss: 0.737894], [ Generator :: loss: 0.141851] random_index: 16251 (32, 10) 16283 epoch: 40474, [Discriminator :: d_loss: 0.724045], [ Generator :: loss: 0.147486] random_index: 37825 (32, 10) 37857 epoch: 40475, [Discriminator :: d_loss: 0.729052], [ Generator :: loss: 0.153640] random_index: 18534 (32, 10) 18566 epoch: 40476, [Discriminator :: d_loss: 0.729755], [ Generator :: loss: 0.155485] random_index: 22985 (32, 10) 23017 epoch: 40477, [Discriminator :: d_loss: 0.726357], [ Generator :: loss: 0.144144] random_index: 10175 (32, 10) 10207 epoch: 40478, [Discriminator :: d_loss: 0.734284], [ Generator :: loss: 0.135246] random_index: 23585 (32, 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0.137038] random_index: 18697 (32, 10) 18729 epoch: 40505, [Discriminator :: d_loss: 0.736784], [ Generator :: loss: 0.132898] random_index: 39748 (32, 10) 39780 epoch: 40506, [Discriminator :: d_loss: 0.731262], [ Generator :: loss: 0.124372] random_index: 15329 (32, 10) 15361 epoch: 40507, [Discriminator :: d_loss: 0.739799], [ Generator :: loss: 0.125837] random_index: 16079 (32, 10) 16111 epoch: 40508, [Discriminator :: d_loss: 0.740290], [ Generator :: loss: 0.147000] random_index: 8910 (32, 10) 8942 epoch: 40509, [Discriminator :: d_loss: 0.735659], [ Generator :: loss: 0.159291] random_index: 36715 (32, 10) 36747 epoch: 40510, [Discriminator :: d_loss: 0.729729], [ Generator :: loss: 0.168631] random_index: 35939 (32, 10) 35971 epoch: 40511, [Discriminator :: d_loss: 0.742494], [ Generator :: loss: 0.165044] random_index: 19503 (32, 10) 19535 epoch: 40512, [Discriminator :: d_loss: 0.744267], [ Generator :: loss: 0.153760] random_index: 15274 (32, 10) 15306 epoch: 40513, 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0.143699] random_index: 4374 (32, 10) 4406 epoch: 40659, [Discriminator :: d_loss: 0.731459], [ Generator :: loss: 0.150302] random_index: 38882 (32, 10) 38914 epoch: 40660, [Discriminator :: d_loss: 0.727054], [ Generator :: loss: 0.145665] random_index: 32815 (32, 10) 32847 epoch: 40661, [Discriminator :: d_loss: 0.723527], [ Generator :: loss: 0.146449] random_index: 2452 (32, 10) 2484 epoch: 40662, [Discriminator :: d_loss: 0.729439], [ Generator :: loss: 0.139667] random_index: 26259 (32, 10) 26291 epoch: 40663, [Discriminator :: d_loss: 0.723999], [ Generator :: loss: 0.131332] random_index: 22223 (32, 10) 22255 epoch: 40664, [Discriminator :: d_loss: 0.726017], [ Generator :: loss: 0.125317] random_index: 1607 (32, 10) 1639 epoch: 40665, [Discriminator :: d_loss: 0.730088], [ Generator :: loss: 0.125268] random_index: 32247 (32, 10) 32279 epoch: 40666, [Discriminator :: d_loss: 0.728768], [ Generator :: loss: 0.128197] random_index: 8038 (32, 10) 8070 epoch: 40667, 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0.141584] random_index: 6883 (32, 10) 6915 epoch: 40813, [Discriminator :: d_loss: 0.724976], [ Generator :: loss: 0.134295] random_index: 11863 (32, 10) 11895 epoch: 40814, [Discriminator :: d_loss: 0.726778], [ Generator :: loss: 0.135066] random_index: 1860 (32, 10) 1892 epoch: 40815, [Discriminator :: d_loss: 0.728419], [ Generator :: loss: 0.133033] random_index: 32459 (32, 10) 32491 epoch: 40816, [Discriminator :: d_loss: 0.722088], [ Generator :: loss: 0.144924] random_index: 11066 (32, 10) 11098 epoch: 40817, [Discriminator :: d_loss: 0.730034], [ Generator :: loss: 0.146127] random_index: 12172 (32, 10) 12204 epoch: 40818, [Discriminator :: d_loss: 0.733626], [ Generator :: loss: 0.146857] random_index: 31431 (32, 10) 31463 epoch: 40819, [Discriminator :: d_loss: 0.732066], [ Generator :: loss: 0.154730] random_index: 33612 (32, 10) 33644 epoch: 40820, [Discriminator :: d_loss: 0.728547], [ Generator :: loss: 0.148851] random_index: 28120 (32, 10) 28152 epoch: 40821, 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epoch: 41634, [Discriminator :: d_loss: 0.724102], [ Generator :: loss: 0.132721] random_index: 38423 (32, 10) 38455 epoch: 41635, [Discriminator :: d_loss: 0.726087], [ Generator :: loss: 0.128281] random_index: 23210 (32, 10) 23242 epoch: 41636, [Discriminator :: d_loss: 0.740151], [ Generator :: loss: 0.135673] random_index: 25188 (32, 10) 25220 epoch: 41637, [Discriminator :: d_loss: 0.729136], [ Generator :: loss: 0.134191] random_index: 9944 (32, 10) 9976 epoch: 41638, [Discriminator :: d_loss: 0.726850], [ Generator :: loss: 0.145062] random_index: 39601 (32, 10) 39633 epoch: 41639, [Discriminator :: d_loss: 0.726323], [ Generator :: loss: 0.146723] random_index: 34726 (32, 10) 34758 epoch: 41640, [Discriminator :: d_loss: 0.727888], [ Generator :: loss: 0.141942] random_index: 12305 (32, 10) 12337 epoch: 41641, [Discriminator :: d_loss: 0.738023], [ Generator :: loss: 0.142591] random_index: 40190 (32, 10) 40222 epoch: 41642, [Discriminator :: d_loss: 0.718854], [ Generator :: loss: 0.145379] random_index: 30315 (32, 10) 30347 epoch: 41643, [Discriminator :: d_loss: 0.732810], [ Generator :: loss: 0.144063] random_index: 27589 (32, 10) 27621 epoch: 41644, [Discriminator :: d_loss: 0.721624], [ Generator :: loss: 0.140603] random_index: 8311 (32, 10) 8343 epoch: 41645, [Discriminator :: d_loss: 0.719652], [ Generator :: loss: 0.133762] random_index: 39702 (32, 10) 39734 epoch: 41646, [Discriminator :: d_loss: 0.739991], [ Generator :: loss: 0.132401] random_index: 1992 (32, 10) 2024 epoch: 41647, [Discriminator :: d_loss: 0.730464], [ Generator :: loss: 0.138030] random_index: 6527 (32, 10) 6559 epoch: 41648, [Discriminator :: d_loss: 0.728513], [ Generator :: loss: 0.145818] random_index: 22438 (32, 10) 22470 epoch: 41649, [Discriminator :: d_loss: 0.726619], [ Generator :: loss: 0.146970] random_index: 29206 (32, 10) 29238 epoch: 41650, [Discriminator :: d_loss: 0.729530], [ Generator :: loss: 0.144153] random_index: 22042 (32, 10) 22074 epoch: 41651, 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0.139260] random_index: 41043 (32, 10) 41075 epoch: 41660, [Discriminator :: d_loss: 0.724757], [ Generator :: loss: 0.132580] random_index: 13879 (32, 10) 13911 epoch: 41661, [Discriminator :: d_loss: 0.726448], [ Generator :: loss: 0.125764] random_index: 14724 (32, 10) 14756 epoch: 41662, [Discriminator :: d_loss: 0.727799], [ Generator :: loss: 0.139496] random_index: 15105 (32, 10) 15137 epoch: 41663, [Discriminator :: d_loss: 0.738521], [ Generator :: loss: 0.144065] random_index: 3992 (32, 10) 4024 epoch: 41664, [Discriminator :: d_loss: 0.722053], [ Generator :: loss: 0.149373] random_index: 29849 (32, 10) 29881 epoch: 41665, [Discriminator :: d_loss: 0.722798], [ Generator :: loss: 0.145874] random_index: 25429 (32, 10) 25461 epoch: 41666, [Discriminator :: d_loss: 0.724418], [ Generator :: loss: 0.135050] random_index: 12712 (32, 10) 12744 epoch: 41667, [Discriminator :: d_loss: 0.723990], [ Generator :: loss: 0.136425] random_index: 23291 (32, 10) 23323 epoch: 41668, [Discriminator :: d_loss: 0.738924], [ Generator :: loss: 0.125267] random_index: 39633 (32, 10) 39665 epoch: 41669, [Discriminator :: d_loss: 0.735022], [ Generator :: loss: 0.137563] random_index: 36450 (32, 10) 36482 epoch: 41670, [Discriminator :: d_loss: 0.724174], [ Generator :: loss: 0.132946] random_index: 40471 (32, 10) 40503 epoch: 41671, [Discriminator :: d_loss: 0.729507], [ Generator :: loss: 0.138161] random_index: 184 (32, 10) 216 epoch: 41672, [Discriminator :: d_loss: 0.728837], [ Generator :: loss: 0.143465] random_index: 38994 (32, 10) 39026 epoch: 41673, [Discriminator :: d_loss: 0.736715], [ Generator :: loss: 0.136903] random_index: 19647 (32, 10) 19679 epoch: 41674, [Discriminator :: d_loss: 0.723354], [ Generator :: loss: 0.143240] random_index: 29822 (32, 10) 29854 epoch: 41675, [Discriminator :: d_loss: 0.729908], [ Generator :: loss: 0.133462] random_index: 38111 (32, 10) 38143 epoch: 41676, [Discriminator :: d_loss: 0.732317], [ Generator :: loss: 0.136623] 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d_loss: 0.740602], [ Generator :: loss: 0.134557] random_index: 502 (32, 10) 534 epoch: 41780, [Discriminator :: d_loss: 0.735828], [ Generator :: loss: 0.130995] random_index: 18158 (32, 10) 18190 epoch: 41781, [Discriminator :: d_loss: 0.728424], [ Generator :: loss: 0.132349] random_index: 5920 (32, 10) 5952 epoch: 41782, [Discriminator :: d_loss: 0.732788], [ Generator :: loss: 0.146251] random_index: 23778 (32, 10) 23810 epoch: 41783, [Discriminator :: d_loss: 0.727766], [ Generator :: loss: 0.143390] random_index: 4702 (32, 10) 4734 epoch: 41784, [Discriminator :: d_loss: 0.722267], [ Generator :: loss: 0.143834] random_index: 5879 (32, 10) 5911 epoch: 41785, [Discriminator :: d_loss: 0.730129], [ Generator :: loss: 0.134812] random_index: 27443 (32, 10) 27475 epoch: 41786, [Discriminator :: d_loss: 0.739263], [ Generator :: loss: 0.128989] random_index: 9098 (32, 10) 9130 epoch: 41787, [Discriminator :: d_loss: 0.734371], [ Generator :: loss: 0.140265] random_index: 29838 (32, 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0.129829] random_index: 2075 (32, 10) 2107 epoch: 41814, [Discriminator :: d_loss: 0.733093], [ Generator :: loss: 0.135154] random_index: 37329 (32, 10) 37361 epoch: 41815, [Discriminator :: d_loss: 0.730314], [ Generator :: loss: 0.150100] random_index: 30298 (32, 10) 30330 epoch: 41816, [Discriminator :: d_loss: 0.733603], [ Generator :: loss: 0.149732] random_index: 15448 (32, 10) 15480 epoch: 41817, [Discriminator :: d_loss: 0.732489], [ Generator :: loss: 0.139195] random_index: 9995 (32, 10) 10027 epoch: 41818, [Discriminator :: d_loss: 0.722886], [ Generator :: loss: 0.141972] random_index: 13847 (32, 10) 13879 epoch: 41819, [Discriminator :: d_loss: 0.728287], [ Generator :: loss: 0.127425] random_index: 36784 (32, 10) 36816 epoch: 41820, [Discriminator :: d_loss: 0.734016], [ Generator :: loss: 0.131412] random_index: 12081 (32, 10) 12113 epoch: 41821, [Discriminator :: d_loss: 0.735539], [ Generator :: loss: 0.133087] random_index: 40515 (32, 10) 40547 epoch: 41822, 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0.150333] random_index: 22362 (32, 10) 22394 epoch: 41831, [Discriminator :: d_loss: 0.730718], [ Generator :: loss: 0.154695] random_index: 37206 (32, 10) 37238 epoch: 41832, [Discriminator :: d_loss: 0.732658], [ Generator :: loss: 0.146583] random_index: 12190 (32, 10) 12222 epoch: 41833, [Discriminator :: d_loss: 0.730569], [ Generator :: loss: 0.140584] random_index: 471 (32, 10) 503 epoch: 41834, [Discriminator :: d_loss: 0.735185], [ Generator :: loss: 0.131424] random_index: 28961 (32, 10) 28993 epoch: 41835, [Discriminator :: d_loss: 0.728472], [ Generator :: loss: 0.129610] random_index: 7257 (32, 10) 7289 epoch: 41836, [Discriminator :: d_loss: 0.732102], [ Generator :: loss: 0.125038] random_index: 19725 (32, 10) 19757 epoch: 41837, [Discriminator :: d_loss: 0.737846], [ Generator :: loss: 0.136916] random_index: 28032 (32, 10) 28064 epoch: 41838, [Discriminator :: d_loss: 0.728579], [ Generator :: loss: 0.150171] random_index: 36353 (32, 10) 36385 epoch: 41839, 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Generator :: loss: 0.142731] random_index: 33941 (32, 10) 33973 epoch: 42045, [Discriminator :: d_loss: 0.728193], [ Generator :: loss: 0.146798] random_index: 26107 (32, 10) 26139 epoch: 42046, [Discriminator :: d_loss: 0.733075], [ Generator :: loss: 0.143948] random_index: 17443 (32, 10) 17475 epoch: 42047, [Discriminator :: d_loss: 0.731597], [ Generator :: loss: 0.136410] random_index: 8005 (32, 10) 8037 epoch: 42048, [Discriminator :: d_loss: 0.736757], [ Generator :: loss: 0.142763] random_index: 27914 (32, 10) 27946 epoch: 42049, [Discriminator :: d_loss: 0.728871], [ Generator :: loss: 0.137892] random_index: 38533 (32, 10) 38565 epoch: 42050, [Discriminator :: d_loss: 0.738913], [ Generator :: loss: 0.147805] random_index: 39390 (32, 10) 39422 epoch: 42051, [Discriminator :: d_loss: 0.727785], [ Generator :: loss: 0.148532] random_index: 12108 (32, 10) 12140 epoch: 42052, [Discriminator :: d_loss: 0.726259], [ Generator :: loss: 0.142237] random_index: 30653 (32, 10) 30685 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loss: 0.145929] random_index: 17582 (32, 10) 17614 epoch: 42062, [Discriminator :: d_loss: 0.725216], [ Generator :: loss: 0.150121] random_index: 34280 (32, 10) 34312 epoch: 42063, [Discriminator :: d_loss: 0.738137], [ Generator :: loss: 0.138233] random_index: 8461 (32, 10) 8493 epoch: 42064, [Discriminator :: d_loss: 0.735309], [ Generator :: loss: 0.146969] random_index: 16493 (32, 10) 16525 epoch: 42065, [Discriminator :: d_loss: 0.728928], [ Generator :: loss: 0.136890] random_index: 40301 (32, 10) 40333 epoch: 42066, [Discriminator :: d_loss: 0.727685], [ Generator :: loss: 0.145322] random_index: 4922 (32, 10) 4954 epoch: 42067, [Discriminator :: d_loss: 0.734246], [ Generator :: loss: 0.145796] random_index: 8873 (32, 10) 8905 epoch: 42068, [Discriminator :: d_loss: 0.723337], [ Generator :: loss: 0.140606] random_index: 19139 (32, 10) 19171 epoch: 42069, [Discriminator :: d_loss: 0.726896], [ Generator :: loss: 0.142211] random_index: 26976 (32, 10) 27008 epoch: 42070, 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loss: 0.139888] random_index: 30021 (32, 10) 30053 epoch: 42370, [Discriminator :: d_loss: 0.733349], [ Generator :: loss: 0.149613] random_index: 32483 (32, 10) 32515 epoch: 42371, [Discriminator :: d_loss: 0.725195], [ Generator :: loss: 0.154441] random_index: 32463 (32, 10) 32495 epoch: 42372, [Discriminator :: d_loss: 0.727800], [ Generator :: loss: 0.155607] random_index: 5255 (32, 10) 5287 epoch: 42373, [Discriminator :: d_loss: 0.733899], [ Generator :: loss: 0.139120] random_index: 15355 (32, 10) 15387 epoch: 42374, [Discriminator :: d_loss: 0.731206], [ Generator :: loss: 0.130556] random_index: 15235 (32, 10) 15267 epoch: 42375, [Discriminator :: d_loss: 0.726196], [ Generator :: loss: 0.126038] random_index: 24385 (32, 10) 24417 epoch: 42376, [Discriminator :: d_loss: 0.731375], [ Generator :: loss: 0.130908] random_index: 16066 (32, 10) 16098 epoch: 42377, [Discriminator :: d_loss: 0.731110], [ Generator :: loss: 0.139809] random_index: 1725 (32, 10) 1757 epoch: 42378, 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0.139074] random_index: 39697 (32, 10) 39729 epoch: 42387, [Discriminator :: d_loss: 0.732370], [ Generator :: loss: 0.144342] random_index: 13230 (32, 10) 13262 epoch: 42388, [Discriminator :: d_loss: 0.739579], [ Generator :: loss: 0.150551] random_index: 14787 (32, 10) 14819 epoch: 42389, [Discriminator :: d_loss: 0.728559], [ Generator :: loss: 0.140853] random_index: 16521 (32, 10) 16553 epoch: 42390, [Discriminator :: d_loss: 0.719761], [ Generator :: loss: 0.142844] random_index: 12122 (32, 10) 12154 epoch: 42391, [Discriminator :: d_loss: 0.726834], [ Generator :: loss: 0.136373] random_index: 19509 (32, 10) 19541 epoch: 42392, [Discriminator :: d_loss: 0.738803], [ Generator :: loss: 0.145902] random_index: 35394 (32, 10) 35426 epoch: 42393, [Discriminator :: d_loss: 0.722117], [ Generator :: loss: 0.140288] random_index: 21989 (32, 10) 22021 epoch: 42394, [Discriminator :: d_loss: 0.728419], [ Generator :: loss: 0.132320] random_index: 23514 (32, 10) 23546 epoch: 42395, [Discriminator :: d_loss: 0.728225], [ Generator :: loss: 0.137789] random_index: 2071 (32, 10) 2103 epoch: 42396, [Discriminator :: d_loss: 0.726267], [ Generator :: loss: 0.134871] random_index: 36793 (32, 10) 36825 epoch: 42397, [Discriminator :: d_loss: 0.719613], [ Generator :: loss: 0.135635] random_index: 26855 (32, 10) 26887 epoch: 42398, [Discriminator :: d_loss: 0.729030], [ Generator :: loss: 0.133460] random_index: 14900 (32, 10) 14932 epoch: 42399, [Discriminator :: d_loss: 0.728868], [ Generator :: loss: 0.141203] random_index: 20590 (32, 10) 20622 epoch: 42400, [Discriminator :: d_loss: 0.724801], [ Generator :: loss: 0.131680] random_index: 32038 (32, 10) 32070 epoch: 42401, [Discriminator :: d_loss: 0.732439], [ Generator :: loss: 0.137580] random_index: 36494 (32, 10) 36526 epoch: 42402, [Discriminator :: d_loss: 0.728792], [ Generator :: loss: 0.139293] random_index: 15467 (32, 10) 15499 epoch: 42403, [Discriminator :: d_loss: 0.730205], [ Generator :: loss: 0.141222] random_index: 38015 (32, 10) 38047 epoch: 42404, [Discriminator :: d_loss: 0.732139], [ Generator :: loss: 0.145202] random_index: 31156 (32, 10) 31188 epoch: 42405, [Discriminator :: d_loss: 0.727555], [ Generator :: loss: 0.149023] random_index: 19877 (32, 10) 19909 epoch: 42406, [Discriminator :: d_loss: 0.737797], [ Generator :: loss: 0.158102] random_index: 29817 (32, 10) 29849 epoch: 42407, [Discriminator :: d_loss: 0.728589], [ Generator :: loss: 0.155841] random_index: 2636 (32, 10) 2668 epoch: 42408, [Discriminator :: d_loss: 0.743019], [ Generator :: loss: 0.149151] random_index: 29482 (32, 10) 29514 epoch: 42409, [Discriminator :: d_loss: 0.730481], [ Generator :: loss: 0.143836] random_index: 41626 (32, 10) 41658 epoch: 42410, [Discriminator :: d_loss: 0.731732], [ Generator :: loss: 0.144463] random_index: 20494 (32, 10) 20526 epoch: 42411, [Discriminator :: d_loss: 0.728463], [ Generator :: loss: 0.145883] random_index: 4333 (32, 10) 4365 epoch: 42412, [Discriminator :: d_loss: 0.731236], [ Generator :: loss: 0.143809] random_index: 15143 (32, 10) 15175 epoch: 42413, [Discriminator :: d_loss: 0.721819], [ Generator :: loss: 0.145149] random_index: 9485 (32, 10) 9517 epoch: 42414, [Discriminator :: d_loss: 0.736002], [ Generator :: loss: 0.138671] random_index: 21351 (32, 10) 21383 epoch: 42415, [Discriminator :: d_loss: 0.727795], [ Generator :: loss: 0.145442] random_index: 1236 (32, 10) 1268 epoch: 42416, [Discriminator :: d_loss: 0.737721], [ Generator :: loss: 0.148995] random_index: 29213 (32, 10) 29245 epoch: 42417, [Discriminator :: d_loss: 0.734345], [ Generator :: loss: 0.146694] random_index: 40057 (32, 10) 40089 epoch: 42418, [Discriminator :: d_loss: 0.732129], [ Generator :: loss: 0.150010] random_index: 16904 (32, 10) 16936 epoch: 42419, [Discriminator :: d_loss: 0.728443], [ Generator :: loss: 0.129137] random_index: 10719 (32, 10) 10751 epoch: 42420, [Discriminator :: d_loss: 0.733919], [ Generator :: loss: 0.132777] random_index: 40361 (32, 10) 40393 epoch: 42421, [Discriminator :: d_loss: 0.731529], [ Generator :: loss: 0.135508] random_index: 5047 (32, 10) 5079 epoch: 42422, [Discriminator :: d_loss: 0.734830], [ Generator :: loss: 0.133434] random_index: 14600 (32, 10) 14632 epoch: 42423, [Discriminator :: d_loss: 0.740036], [ Generator :: loss: 0.146584] random_index: 24111 (32, 10) 24143 epoch: 42424, [Discriminator :: d_loss: 0.730946], [ Generator :: loss: 0.146635] random_index: 17972 (32, 10) 18004 epoch: 42425, [Discriminator :: d_loss: 0.726577], [ Generator :: loss: 0.145226] random_index: 26051 (32, 10) 26083 epoch: 42426, [Discriminator :: d_loss: 0.731450], [ Generator :: loss: 0.143854] random_index: 19471 (32, 10) 19503 epoch: 42427, [Discriminator :: d_loss: 0.735657], [ Generator :: loss: 0.135169] random_index: 37034 (32, 10) 37066 epoch: 42428, [Discriminator :: d_loss: 0.726366], [ Generator :: loss: 0.120567] random_index: 6685 (32, 10) 6717 epoch: 42429, [Discriminator :: d_loss: 0.743686], [ Generator :: loss: 0.135986] random_index: 10943 (32, 10) 10975 epoch: 42430, [Discriminator :: d_loss: 0.739561], [ Generator :: loss: 0.146484] random_index: 22595 (32, 10) 22627 epoch: 42431, [Discriminator :: d_loss: 0.742321], [ Generator :: loss: 0.165950] random_index: 32845 (32, 10) 32877 epoch: 42432, [Discriminator :: d_loss: 0.741258], [ Generator :: loss: 0.167292] random_index: 38437 (32, 10) 38469 epoch: 42433, [Discriminator :: d_loss: 0.743904], [ Generator :: loss: 0.164006] random_index: 3179 (32, 10) 3211 epoch: 42434, [Discriminator :: d_loss: 0.739041], [ Generator :: loss: 0.136517] random_index: 3213 (32, 10) 3245 epoch: 42435, [Discriminator :: d_loss: 0.735341], [ Generator :: loss: 0.126715] random_index: 16208 (32, 10) 16240 epoch: 42436, [Discriminator :: d_loss: 0.735371], [ Generator :: loss: 0.132059] random_index: 779 (32, 10) 811 epoch: 42437, [Discriminator :: d_loss: 0.735701], [ Generator :: loss: 0.136541] random_index: 30078 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epoch: 42455, [Discriminator :: d_loss: 0.737496], [ Generator :: loss: 0.133002] random_index: 11652 (32, 10) 11684 epoch: 42456, [Discriminator :: d_loss: 0.728127], [ Generator :: loss: 0.139148] random_index: 39808 (32, 10) 39840 epoch: 42457, [Discriminator :: d_loss: 0.733489], [ Generator :: loss: 0.134792] random_index: 28666 (32, 10) 28698 epoch: 42458, [Discriminator :: d_loss: 0.731093], [ Generator :: loss: 0.143428] random_index: 3915 (32, 10) 3947 epoch: 42459, [Discriminator :: d_loss: 0.728519], [ Generator :: loss: 0.143275] random_index: 24153 (32, 10) 24185 epoch: 42460, [Discriminator :: d_loss: 0.729088], [ Generator :: loss: 0.140073] random_index: 19975 (32, 10) 20007 epoch: 42461, [Discriminator :: d_loss: 0.723794], [ Generator :: loss: 0.134729] random_index: 33980 (32, 10) 34012 epoch: 42462, [Discriminator :: d_loss: 0.743357], [ Generator :: loss: 0.148764] random_index: 33774 (32, 10) 33806 epoch: 42463, [Discriminator :: d_loss: 0.726071], [ Generator :: loss: 0.145995] random_index: 10367 (32, 10) 10399 epoch: 42464, [Discriminator :: d_loss: 0.734808], [ Generator :: loss: 0.145630] random_index: 30996 (32, 10) 31028 epoch: 42465, [Discriminator :: d_loss: 0.727690], [ Generator :: loss: 0.144246] random_index: 10704 (32, 10) 10736 epoch: 42466, [Discriminator :: d_loss: 0.732786], [ Generator :: loss: 0.137467] random_index: 40302 (32, 10) 40334 epoch: 42467, [Discriminator :: d_loss: 0.729011], [ Generator :: loss: 0.135817] random_index: 25183 (32, 10) 25215 epoch: 42468, [Discriminator :: d_loss: 0.726345], [ Generator :: loss: 0.126752] random_index: 25601 (32, 10) 25633 epoch: 42469, [Discriminator :: d_loss: 0.733869], [ Generator :: loss: 0.127856] random_index: 7926 (32, 10) 7958 epoch: 42470, [Discriminator :: d_loss: 0.721705], [ Generator :: loss: 0.134022] random_index: 38869 (32, 10) 38901 epoch: 42471, [Discriminator :: d_loss: 0.732925], [ Generator :: loss: 0.135982] random_index: 14607 (32, 10) 14639 epoch: 42472, 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0.153466] random_index: 6136 (32, 10) 6168 epoch: 42481, [Discriminator :: d_loss: 0.732992], [ Generator :: loss: 0.157909] random_index: 39243 (32, 10) 39275 epoch: 42482, [Discriminator :: d_loss: 0.729195], [ Generator :: loss: 0.149434] random_index: 22140 (32, 10) 22172 epoch: 42483, [Discriminator :: d_loss: 0.729280], [ Generator :: loss: 0.130990] random_index: 37399 (32, 10) 37431 epoch: 42484, [Discriminator :: d_loss: 0.724938], [ Generator :: loss: 0.123725] random_index: 22315 (32, 10) 22347 epoch: 42485, [Discriminator :: d_loss: 0.729085], [ Generator :: loss: 0.122187] random_index: 35930 (32, 10) 35962 epoch: 42486, [Discriminator :: d_loss: 0.727800], [ Generator :: loss: 0.127356] random_index: 19628 (32, 10) 19660 epoch: 42487, [Discriminator :: d_loss: 0.728826], [ Generator :: loss: 0.134836] random_index: 32551 (32, 10) 32583 epoch: 42488, [Discriminator :: d_loss: 0.734267], [ Generator :: loss: 0.147782] random_index: 6184 (32, 10) 6216 epoch: 42489, [Discriminator :: d_loss: 0.728232], [ Generator :: loss: 0.151064] random_index: 38185 (32, 10) 38217 epoch: 42490, [Discriminator :: d_loss: 0.730050], [ Generator :: loss: 0.151818] random_index: 24140 (32, 10) 24172 epoch: 42491, [Discriminator :: d_loss: 0.726126], [ Generator :: loss: 0.136696] random_index: 40658 (32, 10) 40690 epoch: 42492, [Discriminator :: d_loss: 0.724970], [ Generator :: loss: 0.130239] random_index: 30860 (32, 10) 30892 epoch: 42493, [Discriminator :: d_loss: 0.722920], [ Generator :: loss: 0.125394] random_index: 15448 (32, 10) 15480 epoch: 42494, [Discriminator :: d_loss: 0.726759], [ Generator :: loss: 0.120786] random_index: 13787 (32, 10) 13819 epoch: 42495, [Discriminator :: d_loss: 0.720865], [ Generator :: loss: 0.128568] random_index: 10615 (32, 10) 10647 epoch: 42496, [Discriminator :: d_loss: 0.725450], [ Generator :: loss: 0.135679] random_index: 38161 (32, 10) 38193 epoch: 42497, [Discriminator :: d_loss: 0.743323], [ Generator :: loss: 0.150421] random_index: 27733 (32, 10) 27765 epoch: 42498, [Discriminator :: d_loss: 0.732031], [ Generator :: loss: 0.152465] random_index: 20467 (32, 10) 20499 epoch: 42499, [Discriminator :: d_loss: 0.726437], [ Generator :: loss: 0.148366] random_index: 24834 (32, 10) 24866 epoch: 42500, [Discriminator :: d_loss: 0.729943], [ Generator :: loss: 0.147578] random_index: 24184 (32, 10) 24216 epoch: 42501, [Discriminator :: d_loss: 0.739518], [ Generator :: loss: 0.137768] random_index: 12749 (32, 10) 12781 epoch: 42502, [Discriminator :: d_loss: 0.734055], [ Generator :: loss: 0.133809] random_index: 8328 (32, 10) 8360 epoch: 42503, [Discriminator :: d_loss: 0.722671], [ Generator :: loss: 0.141172] random_index: 31201 (32, 10) 31233 epoch: 42504, [Discriminator :: d_loss: 0.722875], [ Generator :: loss: 0.138878] random_index: 17174 (32, 10) 17206 epoch: 42505, [Discriminator :: d_loss: 0.731299], [ Generator :: loss: 0.138410] random_index: 39672 (32, 10) 39704 epoch: 42506, [Discriminator :: d_loss: 0.724097], [ Generator :: loss: 0.137681] random_index: 1370 (32, 10) 1402 epoch: 42507, [Discriminator :: d_loss: 0.733810], [ Generator :: loss: 0.141816] random_index: 37585 (32, 10) 37617 epoch: 42508, [Discriminator :: d_loss: 0.727212], [ Generator :: loss: 0.148051] random_index: 19137 (32, 10) 19169 epoch: 42509, [Discriminator :: d_loss: 0.736143], [ Generator :: loss: 0.149956] random_index: 28207 (32, 10) 28239 epoch: 42510, [Discriminator :: d_loss: 0.739847], [ Generator :: loss: 0.148472] random_index: 25912 (32, 10) 25944 epoch: 42511, [Discriminator :: d_loss: 0.731399], [ Generator :: loss: 0.151366] random_index: 36920 (32, 10) 36952 epoch: 42512, [Discriminator :: d_loss: 0.735283], [ Generator :: loss: 0.147273] random_index: 27662 (32, 10) 27694 epoch: 42513, [Discriminator :: d_loss: 0.738681], [ Generator :: loss: 0.144870] random_index: 10555 (32, 10) 10587 epoch: 42514, [Discriminator :: d_loss: 0.723805], [ Generator :: loss: 0.138073] random_index: 36246 (32, 10) 36278 epoch: 42515, [Discriminator :: d_loss: 0.733058], [ Generator :: loss: 0.130845] random_index: 37792 (32, 10) 37824 epoch: 42516, [Discriminator :: d_loss: 0.732326], [ Generator :: loss: 0.129133] random_index: 7962 (32, 10) 7994 epoch: 42517, [Discriminator :: d_loss: 0.727169], [ Generator :: loss: 0.137337] random_index: 5185 (32, 10) 5217 epoch: 42518, [Discriminator :: d_loss: 0.734255], [ Generator :: loss: 0.144432] random_index: 37397 (32, 10) 37429 epoch: 42519, [Discriminator :: d_loss: 0.726216], [ Generator :: loss: 0.147267] random_index: 16566 (32, 10) 16598 epoch: 42520, [Discriminator :: d_loss: 0.736744], [ Generator :: loss: 0.145418] random_index: 26261 (32, 10) 26293 epoch: 42521, [Discriminator :: d_loss: 0.730491], [ Generator :: loss: 0.151784] random_index: 32117 (32, 10) 32149 epoch: 42522, [Discriminator :: d_loss: 0.724285], [ Generator :: loss: 0.147760] random_index: 14475 (32, 10) 14507 epoch: 42523, [Discriminator :: d_loss: 0.731357], [ Generator :: loss: 0.148255] random_index: 35759 (32, 10) 35791 epoch: 42524, [Discriminator :: d_loss: 0.732985], [ Generator :: loss: 0.135514] random_index: 18015 (32, 10) 18047 epoch: 42525, [Discriminator :: d_loss: 0.724287], [ Generator :: loss: 0.134880] random_index: 9265 (32, 10) 9297 epoch: 42526, [Discriminator :: d_loss: 0.733503], [ Generator :: loss: 0.131744] random_index: 17247 (32, 10) 17279 epoch: 42527, [Discriminator :: d_loss: 0.728110], [ Generator :: loss: 0.132168] random_index: 14290 (32, 10) 14322 epoch: 42528, [Discriminator :: d_loss: 0.728641], [ Generator :: loss: 0.134413] random_index: 17214 (32, 10) 17246 epoch: 42529, [Discriminator :: d_loss: 0.725064], [ Generator :: loss: 0.143308] random_index: 35083 (32, 10) 35115 epoch: 42530, [Discriminator :: d_loss: 0.736120], [ Generator :: loss: 0.153183] random_index: 10819 (32, 10) 10851 epoch: 42531, [Discriminator :: d_loss: 0.734937], [ Generator :: loss: 0.155379] random_index: 10336 (32, 10) 10368 epoch: 42532, [Discriminator :: d_loss: 0.729308], [ Generator :: loss: 0.150614] random_index: 26349 (32, 10) 26381 epoch: 42533, [Discriminator :: d_loss: 0.729194], [ Generator :: loss: 0.148142] random_index: 18705 (32, 10) 18737 epoch: 42534, [Discriminator :: d_loss: 0.727360], [ Generator :: loss: 0.138206] random_index: 36190 (32, 10) 36222 epoch: 42535, [Discriminator :: d_loss: 0.727425], [ Generator :: loss: 0.131872] random_index: 18905 (32, 10) 18937 epoch: 42536, [Discriminator :: d_loss: 0.733702], [ Generator :: loss: 0.128629] random_index: 1286 (32, 10) 1318 epoch: 42537, [Discriminator :: d_loss: 0.728816], [ Generator :: loss: 0.129762] random_index: 7404 (32, 10) 7436 epoch: 42538, [Discriminator :: d_loss: 0.728544], [ Generator :: loss: 0.136850] random_index: 4881 (32, 10) 4913 epoch: 42539, [Discriminator :: d_loss: 0.740163], [ Generator :: loss: 0.150080] random_index: 22949 (32, 10) 22981 epoch: 42540, 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d_loss: 0.726905], [ Generator :: loss: 0.145481] random_index: 34064 (32, 10) 34096 epoch: 42712, [Discriminator :: d_loss: 0.728322], [ Generator :: loss: 0.147727] random_index: 17667 (32, 10) 17699 epoch: 42713, [Discriminator :: d_loss: 0.734593], [ Generator :: loss: 0.143800] random_index: 33889 (32, 10) 33921 epoch: 42714, [Discriminator :: d_loss: 0.731211], [ Generator :: loss: 0.142580] random_index: 12894 (32, 10) 12926 epoch: 42715, [Discriminator :: d_loss: 0.728481], [ Generator :: loss: 0.133190] random_index: 14268 (32, 10) 14300 epoch: 42716, [Discriminator :: d_loss: 0.731253], [ Generator :: loss: 0.136476] random_index: 20588 (32, 10) 20620 epoch: 42717, [Discriminator :: d_loss: 0.727102], [ Generator :: loss: 0.122772] random_index: 6255 (32, 10) 6287 epoch: 42718, [Discriminator :: d_loss: 0.730927], [ Generator :: loss: 0.136314] random_index: 15647 (32, 10) 15679 epoch: 42719, [Discriminator :: d_loss: 0.726283], [ Generator :: loss: 0.137887] random_index: 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epoch: 42737, [Discriminator :: d_loss: 0.730857], [ Generator :: loss: 0.137484] random_index: 12098 (32, 10) 12130 epoch: 42738, [Discriminator :: d_loss: 0.727514], [ Generator :: loss: 0.143709] random_index: 16274 (32, 10) 16306 epoch: 42739, [Discriminator :: d_loss: 0.739181], [ Generator :: loss: 0.141817] random_index: 26496 (32, 10) 26528 epoch: 42740, [Discriminator :: d_loss: 0.731704], [ Generator :: loss: 0.144010] random_index: 4828 (32, 10) 4860 epoch: 42741, [Discriminator :: d_loss: 0.731627], [ Generator :: loss: 0.143637] random_index: 6323 (32, 10) 6355 epoch: 42742, [Discriminator :: d_loss: 0.729472], [ Generator :: loss: 0.134238] random_index: 2905 (32, 10) 2937 epoch: 42743, [Discriminator :: d_loss: 0.727698], [ Generator :: loss: 0.137413] random_index: 28483 (32, 10) 28515 epoch: 42744, [Discriminator :: d_loss: 0.725455], [ Generator :: loss: 0.130538] random_index: 3045 (32, 10) 3077 epoch: 42745, [Discriminator :: d_loss: 0.722967], [ Generator :: loss: 0.135910] random_index: 36065 (32, 10) 36097 epoch: 42746, [Discriminator :: d_loss: 0.734302], [ Generator :: loss: 0.134207] random_index: 14827 (32, 10) 14859 epoch: 42747, [Discriminator :: d_loss: 0.729307], [ Generator :: loss: 0.138909] random_index: 109 (32, 10) 141 epoch: 42748, [Discriminator :: d_loss: 0.732699], [ Generator :: loss: 0.141284] random_index: 31175 (32, 10) 31207 epoch: 42749, [Discriminator :: d_loss: 0.738664], [ Generator :: loss: 0.135565] random_index: 1988 (32, 10) 2020 epoch: 42750, [Discriminator :: d_loss: 0.727140], [ Generator :: loss: 0.137204] random_index: 24628 (32, 10) 24660 epoch: 42751, [Discriminator :: d_loss: 0.737744], [ Generator :: loss: 0.138425] random_index: 13817 (32, 10) 13849 epoch: 42752, [Discriminator :: d_loss: 0.727400], [ Generator :: loss: 0.139781] random_index: 3802 (32, 10) 3834 epoch: 42753, [Discriminator :: d_loss: 0.728749], [ Generator :: loss: 0.146722] random_index: 32139 (32, 10) 32171 epoch: 42754, 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0.131444] random_index: 41610 (32, 10) 41642 epoch: 42763, [Discriminator :: d_loss: 0.736205], [ Generator :: loss: 0.137748] random_index: 2389 (32, 10) 2421 epoch: 42764, [Discriminator :: d_loss: 0.733868], [ Generator :: loss: 0.141387] random_index: 1363 (32, 10) 1395 epoch: 42765, [Discriminator :: d_loss: 0.734484], [ Generator :: loss: 0.143981] random_index: 31878 (32, 10) 31910 epoch: 42766, [Discriminator :: d_loss: 0.733054], [ Generator :: loss: 0.149172] random_index: 700 (32, 10) 732 epoch: 42767, [Discriminator :: d_loss: 0.726902], [ Generator :: loss: 0.143731] random_index: 41239 (32, 10) 41271 epoch: 42768, [Discriminator :: d_loss: 0.736124], [ Generator :: loss: 0.146177] random_index: 18356 (32, 10) 18388 epoch: 42769, [Discriminator :: d_loss: 0.733203], [ Generator :: loss: 0.135376] random_index: 7540 (32, 10) 7572 epoch: 42770, [Discriminator :: d_loss: 0.736518], [ Generator :: loss: 0.136143] random_index: 24248 (32, 10) 24280 epoch: 42771, [Discriminator :: d_loss: 0.726603], [ Generator :: loss: 0.140760] random_index: 28357 (32, 10) 28389 epoch: 42772, [Discriminator :: d_loss: 0.727606], [ Generator :: loss: 0.140131] random_index: 28048 (32, 10) 28080 epoch: 42773, [Discriminator :: d_loss: 0.730866], [ Generator :: loss: 0.147374] random_index: 16930 (32, 10) 16962 epoch: 42774, [Discriminator :: d_loss: 0.732753], [ Generator :: loss: 0.149247] random_index: 42 (32, 10) 74 epoch: 42775, [Discriminator :: d_loss: 0.723789], [ Generator :: loss: 0.148668] random_index: 16869 (32, 10) 16901 epoch: 42776, [Discriminator :: d_loss: 0.730294], [ Generator :: loss: 0.141093] random_index: 22553 (32, 10) 22585 epoch: 42777, [Discriminator :: d_loss: 0.730111], [ Generator :: loss: 0.134222] random_index: 4175 (32, 10) 4207 epoch: 42778, [Discriminator :: d_loss: 0.738510], [ Generator :: loss: 0.138737] random_index: 505 (32, 10) 537 epoch: 42779, [Discriminator :: d_loss: 0.733227], [ Generator :: loss: 0.135215] random_index: 27403 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Generator :: loss: 0.142590] random_index: 29117 (32, 10) 29149 epoch: 42789, [Discriminator :: d_loss: 0.722127], [ Generator :: loss: 0.140804] random_index: 16707 (32, 10) 16739 epoch: 42790, [Discriminator :: d_loss: 0.725874], [ Generator :: loss: 0.145385] random_index: 7995 (32, 10) 8027 epoch: 42791, [Discriminator :: d_loss: 0.722269], [ Generator :: loss: 0.151730] random_index: 22354 (32, 10) 22386 epoch: 42792, [Discriminator :: d_loss: 0.724862], [ Generator :: loss: 0.147441] random_index: 18870 (32, 10) 18902 epoch: 42793, [Discriminator :: d_loss: 0.721073], [ Generator :: loss: 0.141273] random_index: 25335 (32, 10) 25367 epoch: 42794, [Discriminator :: d_loss: 0.732740], [ Generator :: loss: 0.136753] random_index: 28946 (32, 10) 28978 epoch: 42795, [Discriminator :: d_loss: 0.743389], [ Generator :: loss: 0.141886] random_index: 3103 (32, 10) 3135 epoch: 42796, [Discriminator :: d_loss: 0.735829], [ Generator :: loss: 0.136843] random_index: 6764 (32, 10) 6796 epoch: 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0.145389] random_index: 30281 (32, 10) 30313 epoch: 42806, [Discriminator :: d_loss: 0.730764], [ Generator :: loss: 0.149109] random_index: 19684 (32, 10) 19716 epoch: 42807, [Discriminator :: d_loss: 0.735537], [ Generator :: loss: 0.141685] random_index: 10920 (32, 10) 10952 epoch: 42808, [Discriminator :: d_loss: 0.736869], [ Generator :: loss: 0.151622] random_index: 12748 (32, 10) 12780 epoch: 42809, [Discriminator :: d_loss: 0.728097], [ Generator :: loss: 0.150096] random_index: 1296 (32, 10) 1328 epoch: 42810, [Discriminator :: d_loss: 0.729130], [ Generator :: loss: 0.128400] random_index: 21770 (32, 10) 21802 epoch: 42811, [Discriminator :: d_loss: 0.730241], [ Generator :: loss: 0.123107] random_index: 37489 (32, 10) 37521 epoch: 42812, [Discriminator :: d_loss: 0.731436], [ Generator :: loss: 0.126274] random_index: 35884 (32, 10) 35916 epoch: 42813, [Discriminator :: d_loss: 0.733376], [ Generator :: loss: 0.135001] random_index: 24094 (32, 10) 24126 epoch: 42814, 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random_index: 41634 (32, 10) 41666 epoch: 42823, [Discriminator :: d_loss: 0.748168], [ Generator :: loss: 0.134369] random_index: 30717 (32, 10) 30749 epoch: 42824, [Discriminator :: d_loss: 0.722778], [ Generator :: loss: 0.149955] random_index: 39884 (32, 10) 39916 epoch: 42825, [Discriminator :: d_loss: 0.729999], [ Generator :: loss: 0.150303] random_index: 9945 (32, 10) 9977 epoch: 42826, [Discriminator :: d_loss: 0.739375], [ Generator :: loss: 0.140753] random_index: 34510 (32, 10) 34542 epoch: 42827, [Discriminator :: d_loss: 0.730328], [ Generator :: loss: 0.146652] random_index: 13988 (32, 10) 14020 epoch: 42828, [Discriminator :: d_loss: 0.729241], [ Generator :: loss: 0.142190] random_index: 12646 (32, 10) 12678 epoch: 42829, [Discriminator :: d_loss: 0.734076], [ Generator :: loss: 0.146025] random_index: 37556 (32, 10) 37588 epoch: 42830, [Discriminator :: d_loss: 0.729591], [ Generator :: loss: 0.136398] random_index: 4552 (32, 10) 4584 epoch: 42831, [Discriminator :: d_loss: 0.734950], [ Generator :: loss: 0.135720] random_index: 9747 (32, 10) 9779 epoch: 42832, [Discriminator :: d_loss: 0.732839], [ Generator :: loss: 0.134338] random_index: 35365 (32, 10) 35397 epoch: 42833, [Discriminator :: d_loss: 0.725554], [ Generator :: loss: 0.141582] random_index: 18121 (32, 10) 18153 epoch: 42834, [Discriminator :: d_loss: 0.738831], [ Generator :: loss: 0.149145] random_index: 29579 (32, 10) 29611 epoch: 42835, [Discriminator :: d_loss: 0.735682], [ Generator :: loss: 0.148145] random_index: 27395 (32, 10) 27427 epoch: 42836, [Discriminator :: d_loss: 0.723499], [ Generator :: loss: 0.141515] random_index: 5962 (32, 10) 5994 epoch: 42837, [Discriminator :: d_loss: 0.731413], [ Generator :: loss: 0.137060] random_index: 33623 (32, 10) 33655 epoch: 42838, [Discriminator :: d_loss: 0.737119], [ Generator :: loss: 0.140034] random_index: 9983 (32, 10) 10015 epoch: 42839, [Discriminator :: d_loss: 0.729524], [ Generator :: loss: 0.139232] random_index: 24110 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Generator :: loss: 0.130597] random_index: 19753 (32, 10) 19785 epoch: 42849, [Discriminator :: d_loss: 0.730756], [ Generator :: loss: 0.136083] random_index: 29664 (32, 10) 29696 epoch: 42850, [Discriminator :: d_loss: 0.729068], [ Generator :: loss: 0.139894] random_index: 25292 (32, 10) 25324 epoch: 42851, [Discriminator :: d_loss: 0.727040], [ Generator :: loss: 0.144584] random_index: 13888 (32, 10) 13920 epoch: 42852, [Discriminator :: d_loss: 0.734999], [ Generator :: loss: 0.148939] random_index: 5723 (32, 10) 5755 epoch: 42853, [Discriminator :: d_loss: 0.729589], [ Generator :: loss: 0.146996] random_index: 29074 (32, 10) 29106 epoch: 42854, [Discriminator :: d_loss: 0.725367], [ Generator :: loss: 0.138719] random_index: 10404 (32, 10) 10436 epoch: 42855, [Discriminator :: d_loss: 0.731967], [ Generator :: loss: 0.140201] random_index: 35010 (32, 10) 35042 epoch: 42856, [Discriminator :: d_loss: 0.724328], [ Generator :: loss: 0.140090] random_index: 38314 (32, 10) 38346 epoch: 42857, [Discriminator :: d_loss: 0.732468], [ Generator :: loss: 0.148203] random_index: 36562 (32, 10) 36594 epoch: 42858, [Discriminator :: d_loss: 0.731571], [ Generator :: loss: 0.146285] random_index: 25813 (32, 10) 25845 epoch: 42859, [Discriminator :: d_loss: 0.727005], [ Generator :: loss: 0.148965] random_index: 2280 (32, 10) 2312 epoch: 42860, [Discriminator :: d_loss: 0.741062], [ Generator :: loss: 0.151923] random_index: 16818 (32, 10) 16850 epoch: 42861, [Discriminator :: d_loss: 0.728088], [ Generator :: loss: 0.153637] random_index: 40478 (32, 10) 40510 epoch: 42862, [Discriminator :: d_loss: 0.730072], [ Generator :: loss: 0.145674] random_index: 9475 (32, 10) 9507 epoch: 42863, [Discriminator :: d_loss: 0.728764], [ Generator :: loss: 0.132616] random_index: 23794 (32, 10) 23826 epoch: 42864, [Discriminator :: d_loss: 0.729986], [ Generator :: loss: 0.129731] random_index: 13342 (32, 10) 13374 epoch: 42865, [Discriminator :: d_loss: 0.741320], [ Generator :: loss: 0.139583] random_index: 9789 (32, 10) 9821 epoch: 42866, [Discriminator :: d_loss: 0.722947], [ Generator :: loss: 0.143390] random_index: 28834 (32, 10) 28866 epoch: 42867, [Discriminator :: d_loss: 0.724671], [ Generator :: loss: 0.143213] random_index: 33425 (32, 10) 33457 epoch: 42868, [Discriminator :: d_loss: 0.728020], [ Generator :: loss: 0.142674] random_index: 13794 (32, 10) 13826 epoch: 42869, [Discriminator :: d_loss: 0.726473], [ Generator :: loss: 0.135149] random_index: 25379 (32, 10) 25411 epoch: 42870, [Discriminator :: d_loss: 0.722035], [ Generator :: loss: 0.138938] random_index: 10807 (32, 10) 10839 epoch: 42871, [Discriminator :: d_loss: 0.724824], [ Generator :: loss: 0.124556] random_index: 25561 (32, 10) 25593 epoch: 42872, [Discriminator :: d_loss: 0.725718], [ Generator :: loss: 0.130390] random_index: 31566 (32, 10) 31598 epoch: 42873, [Discriminator :: d_loss: 0.725021], [ Generator :: loss: 0.139090] random_index: 13978 (32, 10) 14010 epoch: 42874, 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random_index: 24706 (32, 10) 24738 epoch: 42883, [Discriminator :: d_loss: 0.731107], [ Generator :: loss: 0.145449] random_index: 12779 (32, 10) 12811 epoch: 42884, [Discriminator :: d_loss: 0.726028], [ Generator :: loss: 0.140433] random_index: 16183 (32, 10) 16215 epoch: 42885, [Discriminator :: d_loss: 0.729657], [ Generator :: loss: 0.131201] random_index: 96 (32, 10) 128 epoch: 42886, [Discriminator :: d_loss: 0.730019], [ Generator :: loss: 0.137838] random_index: 10080 (32, 10) 10112 epoch: 42887, [Discriminator :: d_loss: 0.729152], [ Generator :: loss: 0.132811] random_index: 19305 (32, 10) 19337 epoch: 42888, [Discriminator :: d_loss: 0.736513], [ Generator :: loss: 0.139481] random_index: 19911 (32, 10) 19943 epoch: 42889, [Discriminator :: d_loss: 0.730277], [ Generator :: loss: 0.148583] random_index: 41363 (32, 10) 41395 epoch: 42890, [Discriminator :: d_loss: 0.730774], [ Generator :: loss: 0.143490] random_index: 31313 (32, 10) 31345 epoch: 42891, [Discriminator :: d_loss: 0.734720], [ Generator :: loss: 0.146031] random_index: 4553 (32, 10) 4585 epoch: 42892, [Discriminator :: d_loss: 0.733072], [ Generator :: loss: 0.141739] random_index: 35258 (32, 10) 35290 epoch: 42893, [Discriminator :: d_loss: 0.732916], [ Generator :: loss: 0.137517] random_index: 20395 (32, 10) 20427 epoch: 42894, [Discriminator :: d_loss: 0.730963], [ Generator :: loss: 0.136965] random_index: 30409 (32, 10) 30441 epoch: 42895, [Discriminator :: d_loss: 0.726976], [ Generator :: loss: 0.140837] random_index: 9992 (32, 10) 10024 epoch: 42896, [Discriminator :: d_loss: 0.727870], [ Generator :: loss: 0.138049] random_index: 34591 (32, 10) 34623 epoch: 42897, [Discriminator :: d_loss: 0.725646], [ Generator :: loss: 0.131904] random_index: 20286 (32, 10) 20318 epoch: 42898, [Discriminator :: d_loss: 0.735102], [ Generator :: loss: 0.133639] random_index: 5550 (32, 10) 5582 epoch: 42899, [Discriminator :: d_loss: 0.727365], [ Generator :: loss: 0.135399] random_index: 7394 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0.132189] random_index: 28740 (32, 10) 28772 epoch: 42926, [Discriminator :: d_loss: 0.731931], [ Generator :: loss: 0.131672] random_index: 41158 (32, 10) 41190 epoch: 42927, [Discriminator :: d_loss: 0.733321], [ Generator :: loss: 0.130223] random_index: 25300 (32, 10) 25332 epoch: 42928, [Discriminator :: d_loss: 0.724699], [ Generator :: loss: 0.129662] random_index: 3224 (32, 10) 3256 epoch: 42929, [Discriminator :: d_loss: 0.724667], [ Generator :: loss: 0.137708] random_index: 30064 (32, 10) 30096 epoch: 42930, [Discriminator :: d_loss: 0.736440], [ Generator :: loss: 0.143441] random_index: 6193 (32, 10) 6225 epoch: 42931, [Discriminator :: d_loss: 0.735314], [ Generator :: loss: 0.152906] random_index: 21328 (32, 10) 21360 epoch: 42932, [Discriminator :: d_loss: 0.734819], [ Generator :: loss: 0.149732] random_index: 20295 (32, 10) 20327 epoch: 42933, [Discriminator :: d_loss: 0.729829], [ Generator :: loss: 0.149902] random_index: 41660 (32, 10) 41692 epoch: 42934, 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d_loss: 0.727128], [ Generator :: loss: 0.144218] random_index: 36221 (32, 10) 36253 epoch: 43072, [Discriminator :: d_loss: 0.736941], [ Generator :: loss: 0.152044] random_index: 4653 (32, 10) 4685 epoch: 43073, [Discriminator :: d_loss: 0.735100], [ Generator :: loss: 0.160571] random_index: 10632 (32, 10) 10664 epoch: 43074, [Discriminator :: d_loss: 0.736696], [ Generator :: loss: 0.157707] random_index: 38340 (32, 10) 38372 epoch: 43075, [Discriminator :: d_loss: 0.742075], [ Generator :: loss: 0.149010] random_index: 14544 (32, 10) 14576 epoch: 43076, [Discriminator :: d_loss: 0.746078], [ Generator :: loss: 0.140161] random_index: 11142 (32, 10) 11174 epoch: 43077, [Discriminator :: d_loss: 0.728179], [ Generator :: loss: 0.131833] random_index: 38008 (32, 10) 38040 epoch: 43078, [Discriminator :: d_loss: 0.738909], [ Generator :: loss: 0.124495] random_index: 39781 (32, 10) 39813 epoch: 43079, [Discriminator :: d_loss: 0.739494], [ Generator :: loss: 0.133418] random_index: 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0.129337] random_index: 8800 (32, 10) 8832 epoch: 43106, [Discriminator :: d_loss: 0.722076], [ Generator :: loss: 0.134471] random_index: 13575 (32, 10) 13607 epoch: 43107, [Discriminator :: d_loss: 0.738035], [ Generator :: loss: 0.143925] random_index: 15197 (32, 10) 15229 epoch: 43108, [Discriminator :: d_loss: 0.730964], [ Generator :: loss: 0.155091] random_index: 35923 (32, 10) 35955 epoch: 43109, [Discriminator :: d_loss: 0.731376], [ Generator :: loss: 0.154119] random_index: 38518 (32, 10) 38550 epoch: 43110, [Discriminator :: d_loss: 0.733405], [ Generator :: loss: 0.147586] random_index: 9752 (32, 10) 9784 epoch: 43111, [Discriminator :: d_loss: 0.731369], [ Generator :: loss: 0.144826] random_index: 39185 (32, 10) 39217 epoch: 43112, [Discriminator :: d_loss: 0.739533], [ Generator :: loss: 0.152562] random_index: 26714 (32, 10) 26746 epoch: 43113, [Discriminator :: d_loss: 0.721225], [ Generator :: loss: 0.142927] random_index: 30105 (32, 10) 30137 epoch: 43114, 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0.726423], [ Generator :: loss: 0.140458] random_index: 4016 (32, 10) 4048 epoch: 43132, [Discriminator :: d_loss: 0.740779], [ Generator :: loss: 0.136920] random_index: 35696 (32, 10) 35728 epoch: 43133, [Discriminator :: d_loss: 0.728990], [ Generator :: loss: 0.138689] random_index: 15352 (32, 10) 15384 epoch: 43134, [Discriminator :: d_loss: 0.729293], [ Generator :: loss: 0.136718] random_index: 41466 (32, 10) 41498 epoch: 43135, [Discriminator :: d_loss: 0.728724], [ Generator :: loss: 0.137151] random_index: 9440 (32, 10) 9472 epoch: 43136, [Discriminator :: d_loss: 0.725449], [ Generator :: loss: 0.135191] random_index: 36563 (32, 10) 36595 epoch: 43137, [Discriminator :: d_loss: 0.727271], [ Generator :: loss: 0.131193] random_index: 26207 (32, 10) 26239 epoch: 43138, [Discriminator :: d_loss: 0.723791], [ Generator :: loss: 0.124485] random_index: 29741 (32, 10) 29773 epoch: 43139, [Discriminator :: d_loss: 0.731468], [ Generator :: loss: 0.127821] random_index: 8791 (32, 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Generator :: loss: 0.123499] random_index: 22424 (32, 10) 22456 epoch: 43149, [Discriminator :: d_loss: 0.733598], [ Generator :: loss: 0.134811] random_index: 3346 (32, 10) 3378 epoch: 43150, [Discriminator :: d_loss: 0.731461], [ Generator :: loss: 0.139857] random_index: 7357 (32, 10) 7389 epoch: 43151, [Discriminator :: d_loss: 0.730188], [ Generator :: loss: 0.146058] random_index: 12024 (32, 10) 12056 epoch: 43152, [Discriminator :: d_loss: 0.726788], [ Generator :: loss: 0.143108] random_index: 1910 (32, 10) 1942 epoch: 43153, [Discriminator :: d_loss: 0.731751], [ Generator :: loss: 0.150005] random_index: 23522 (32, 10) 23554 epoch: 43154, [Discriminator :: d_loss: 0.737032], [ Generator :: loss: 0.145092] random_index: 41441 (32, 10) 41473 epoch: 43155, [Discriminator :: d_loss: 0.739391], [ Generator :: loss: 0.139639] random_index: 2896 (32, 10) 2928 epoch: 43156, [Discriminator :: d_loss: 0.740376], [ Generator :: loss: 0.140961] random_index: 27924 (32, 10) 27956 epoch: 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epoch: 43894, [Discriminator :: d_loss: 0.724731], [ Generator :: loss: 0.117555] random_index: 12425 (32, 10) 12457 epoch: 43895, [Discriminator :: d_loss: 0.741564], [ Generator :: loss: 0.138743] random_index: 9398 (32, 10) 9430 epoch: 43896, [Discriminator :: d_loss: 0.731181], [ Generator :: loss: 0.150351] random_index: 38434 (32, 10) 38466 epoch: 43897, [Discriminator :: d_loss: 0.727050], [ Generator :: loss: 0.152779] random_index: 39552 (32, 10) 39584 epoch: 43898, [Discriminator :: d_loss: 0.730707], [ Generator :: loss: 0.157234] random_index: 20110 (32, 10) 20142 epoch: 43899, [Discriminator :: d_loss: 0.735405], [ Generator :: loss: 0.152621] random_index: 27653 (32, 10) 27685 epoch: 43900, [Discriminator :: d_loss: 0.728817], [ Generator :: loss: 0.145141] random_index: 6615 (32, 10) 6647 epoch: 43901, [Discriminator :: d_loss: 0.725246], [ Generator :: loss: 0.132807] random_index: 26916 (32, 10) 26948 epoch: 43902, [Discriminator :: d_loss: 0.729371], [ Generator :: 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d_loss: 0.739582], [ Generator :: loss: 0.157004] random_index: 39815 (32, 10) 39847 epoch: 43929, [Discriminator :: d_loss: 0.729959], [ Generator :: loss: 0.150676] random_index: 30828 (32, 10) 30860 epoch: 43930, [Discriminator :: d_loss: 0.729287], [ Generator :: loss: 0.145580] random_index: 13902 (32, 10) 13934 epoch: 43931, [Discriminator :: d_loss: 0.735733], [ Generator :: loss: 0.129609] random_index: 31230 (32, 10) 31262 epoch: 43932, [Discriminator :: d_loss: 0.722610], [ Generator :: loss: 0.128748] random_index: 9969 (32, 10) 10001 epoch: 43933, [Discriminator :: d_loss: 0.741664], [ Generator :: loss: 0.130061] random_index: 29169 (32, 10) 29201 epoch: 43934, [Discriminator :: d_loss: 0.731516], [ Generator :: loss: 0.136001] random_index: 2083 (32, 10) 2115 epoch: 43935, [Discriminator :: d_loss: 0.724989], [ Generator :: loss: 0.139231] random_index: 579 (32, 10) 611 epoch: 43936, [Discriminator :: d_loss: 0.732748], [ Generator :: loss: 0.144122] random_index: 34645 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epoch: 43954, [Discriminator :: d_loss: 0.728521], [ Generator :: loss: 0.146514] random_index: 9257 (32, 10) 9289 epoch: 43955, [Discriminator :: d_loss: 0.739274], [ Generator :: loss: 0.156374] random_index: 4584 (32, 10) 4616 epoch: 43956, [Discriminator :: d_loss: 0.730844], [ Generator :: loss: 0.157750] random_index: 41488 (32, 10) 41520 epoch: 43957, [Discriminator :: d_loss: 0.741452], [ Generator :: loss: 0.155831] random_index: 27249 (32, 10) 27281 epoch: 43958, [Discriminator :: d_loss: 0.738330], [ Generator :: loss: 0.146854] random_index: 3863 (32, 10) 3895 epoch: 43959, [Discriminator :: d_loss: 0.723440], [ Generator :: loss: 0.137482] random_index: 6895 (32, 10) 6927 epoch: 43960, [Discriminator :: d_loss: 0.729972], [ Generator :: loss: 0.131391] random_index: 8780 (32, 10) 8812 epoch: 43961, [Discriminator :: d_loss: 0.725957], [ Generator :: loss: 0.129717] random_index: 17439 (32, 10) 17471 epoch: 43962, [Discriminator :: d_loss: 0.734646], [ Generator :: loss: 0.134074] random_index: 22341 (32, 10) 22373 epoch: 43963, [Discriminator :: d_loss: 0.725059], [ Generator :: loss: 0.137281] random_index: 36068 (32, 10) 36100 epoch: 43964, [Discriminator :: d_loss: 0.730363], [ Generator :: loss: 0.136069] random_index: 24715 (32, 10) 24747 epoch: 43965, [Discriminator :: d_loss: 0.733945], [ Generator :: loss: 0.141002] random_index: 10135 (32, 10) 10167 epoch: 43966, [Discriminator :: d_loss: 0.731605], [ Generator :: loss: 0.148337] random_index: 40602 (32, 10) 40634 epoch: 43967, [Discriminator :: d_loss: 0.731726], [ Generator :: loss: 0.138920] random_index: 27774 (32, 10) 27806 epoch: 43968, [Discriminator :: d_loss: 0.743258], [ Generator :: loss: 0.144199] random_index: 28290 (32, 10) 28322 epoch: 43969, [Discriminator :: d_loss: 0.735188], [ Generator :: loss: 0.143088] random_index: 37667 (32, 10) 37699 epoch: 43970, [Discriminator :: d_loss: 0.734505], [ Generator :: loss: 0.145162] random_index: 39201 (32, 10) 39233 epoch: 43971, 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[Discriminator :: d_loss: 0.736202], [ Generator :: loss: 0.123087] random_index: 25255 (32, 10) 25287 epoch: 44023, [Discriminator :: d_loss: 0.730144], [ Generator :: loss: 0.138286] random_index: 16762 (32, 10) 16794 epoch: 44024, [Discriminator :: d_loss: 0.735345], [ Generator :: loss: 0.147071] random_index: 33194 (32, 10) 33226 epoch: 44025, [Discriminator :: d_loss: 0.724651], [ Generator :: loss: 0.151146] random_index: 17141 (32, 10) 17173 epoch: 44026, [Discriminator :: d_loss: 0.730614], [ Generator :: loss: 0.154920] random_index: 8980 (32, 10) 9012 epoch: 44027, [Discriminator :: d_loss: 0.735761], [ Generator :: loss: 0.142523] random_index: 12359 (32, 10) 12391 epoch: 44028, [Discriminator :: d_loss: 0.732293], [ Generator :: loss: 0.135445] random_index: 18608 (32, 10) 18640 epoch: 44029, [Discriminator :: d_loss: 0.727470], [ Generator :: loss: 0.125700] random_index: 27073 (32, 10) 27105 epoch: 44030, [Discriminator :: d_loss: 0.731821], [ Generator :: loss: 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d_loss: 0.733258], [ Generator :: loss: 0.140713] random_index: 7959 (32, 10) 7991 epoch: 44057, [Discriminator :: d_loss: 0.735589], [ Generator :: loss: 0.133320] random_index: 10707 (32, 10) 10739 epoch: 44058, [Discriminator :: d_loss: 0.731384], [ Generator :: loss: 0.124477] random_index: 11889 (32, 10) 11921 epoch: 44059, [Discriminator :: d_loss: 0.737051], [ Generator :: loss: 0.121348] random_index: 12933 (32, 10) 12965 epoch: 44060, [Discriminator :: d_loss: 0.738991], [ Generator :: loss: 0.127906] random_index: 408 (32, 10) 440 epoch: 44061, [Discriminator :: d_loss: 0.728019], [ Generator :: loss: 0.130622] random_index: 33969 (32, 10) 34001 epoch: 44062, [Discriminator :: d_loss: 0.724460], [ Generator :: loss: 0.139739] random_index: 34911 (32, 10) 34943 epoch: 44063, [Discriminator :: d_loss: 0.729550], [ Generator :: loss: 0.149254] random_index: 35588 (32, 10) 35620 epoch: 44064, [Discriminator :: d_loss: 0.729952], [ Generator :: loss: 0.147273] random_index: 20683 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epoch: 44082, [Discriminator :: d_loss: 0.734237], [ Generator :: loss: 0.148041] random_index: 13136 (32, 10) 13168 epoch: 44083, [Discriminator :: d_loss: 0.720091], [ Generator :: loss: 0.154210] random_index: 10911 (32, 10) 10943 epoch: 44084, [Discriminator :: d_loss: 0.731643], [ Generator :: loss: 0.152868] random_index: 18893 (32, 10) 18925 epoch: 44085, [Discriminator :: d_loss: 0.727684], [ Generator :: loss: 0.149209] random_index: 41405 (32, 10) 41437 epoch: 44086, [Discriminator :: d_loss: 0.730778], [ Generator :: loss: 0.134982] random_index: 5873 (32, 10) 5905 epoch: 44087, [Discriminator :: d_loss: 0.732330], [ Generator :: loss: 0.133574] random_index: 32295 (32, 10) 32327 epoch: 44088, [Discriminator :: d_loss: 0.721657], [ Generator :: loss: 0.128610] random_index: 17110 (32, 10) 17142 epoch: 44089, [Discriminator :: d_loss: 0.725724], [ Generator :: loss: 0.135825] random_index: 28302 (32, 10) 28334 epoch: 44090, [Discriminator :: d_loss: 0.723773], [ Generator :: 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0.160597] random_index: 14615 (32, 10) 14647 epoch: 44108, [Discriminator :: d_loss: 0.727345], [ Generator :: loss: 0.169231] random_index: 18889 (32, 10) 18921 epoch: 44109, [Discriminator :: d_loss: 0.732527], [ Generator :: loss: 0.163838] random_index: 26310 (32, 10) 26342 epoch: 44110, [Discriminator :: d_loss: 0.735090], [ Generator :: loss: 0.168260] random_index: 41270 (32, 10) 41302 epoch: 44111, [Discriminator :: d_loss: 0.731767], [ Generator :: loss: 0.148184] random_index: 23678 (32, 10) 23710 epoch: 44112, [Discriminator :: d_loss: 0.731365], [ Generator :: loss: 0.131398] random_index: 33323 (32, 10) 33355 epoch: 44113, [Discriminator :: d_loss: 0.736288], [ Generator :: loss: 0.120209] random_index: 16385 (32, 10) 16417 epoch: 44114, [Discriminator :: d_loss: 0.743845], [ Generator :: loss: 0.116885] random_index: 41100 (32, 10) 41132 epoch: 44115, [Discriminator :: d_loss: 0.736562], [ Generator :: loss: 0.134939] random_index: 7431 (32, 10) 7463 epoch: 44116, [Discriminator :: d_loss: 0.730310], [ Generator :: loss: 0.147160] random_index: 41136 (32, 10) 41168 epoch: 44117, [Discriminator :: d_loss: 0.721385], [ Generator :: loss: 0.152987] random_index: 23878 (32, 10) 23910 epoch: 44118, [Discriminator :: d_loss: 0.733908], [ Generator :: loss: 0.153945] random_index: 18096 (32, 10) 18128 epoch: 44119, [Discriminator :: d_loss: 0.734119], [ Generator :: loss: 0.147944] random_index: 23131 (32, 10) 23163 epoch: 44120, [Discriminator :: d_loss: 0.727879], [ Generator :: loss: 0.140299] random_index: 6698 (32, 10) 6730 epoch: 44121, [Discriminator :: d_loss: 0.730451], [ Generator :: loss: 0.134814] random_index: 39009 (32, 10) 39041 epoch: 44122, [Discriminator :: d_loss: 0.730221], [ Generator :: loss: 0.129374] random_index: 28747 (32, 10) 28779 epoch: 44123, [Discriminator :: d_loss: 0.733316], [ Generator :: loss: 0.135629] random_index: 18512 (32, 10) 18544 epoch: 44124, [Discriminator :: d_loss: 0.739674], [ Generator :: loss: 0.138713] random_index: 38670 (32, 10) 38702 epoch: 44125, [Discriminator :: d_loss: 0.732788], [ Generator :: loss: 0.146833] random_index: 40503 (32, 10) 40535 epoch: 44126, [Discriminator :: d_loss: 0.739122], [ Generator :: loss: 0.146887] random_index: 24366 (32, 10) 24398 epoch: 44127, [Discriminator :: d_loss: 0.730742], [ Generator :: loss: 0.155445] random_index: 10684 (32, 10) 10716 epoch: 44128, [Discriminator :: d_loss: 0.732961], [ Generator :: loss: 0.149380] random_index: 22083 (32, 10) 22115 epoch: 44129, [Discriminator :: d_loss: 0.736634], [ Generator :: loss: 0.142771] random_index: 20668 (32, 10) 20700 epoch: 44130, [Discriminator :: d_loss: 0.733272], [ Generator :: loss: 0.135651] random_index: 32041 (32, 10) 32073 epoch: 44131, [Discriminator :: d_loss: 0.732688], [ Generator :: loss: 0.127701] random_index: 18598 (32, 10) 18630 epoch: 44132, [Discriminator :: d_loss: 0.728661], [ Generator :: loss: 0.133198] random_index: 120 (32, 10) 152 epoch: 44133, 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Generator :: loss: 0.128250] random_index: 30854 (32, 10) 30886 epoch: 44476, [Discriminator :: d_loss: 0.722190], [ Generator :: loss: 0.127838] random_index: 2185 (32, 10) 2217 epoch: 44477, [Discriminator :: d_loss: 0.734468], [ Generator :: loss: 0.124837] random_index: 34802 (32, 10) 34834 epoch: 44478, [Discriminator :: d_loss: 0.734859], [ Generator :: loss: 0.134957] random_index: 1896 (32, 10) 1928 epoch: 44479, [Discriminator :: d_loss: 0.731016], [ Generator :: loss: 0.145891] random_index: 7774 (32, 10) 7806 epoch: 44480, [Discriminator :: d_loss: 0.726732], [ Generator :: loss: 0.149462] random_index: 39329 (32, 10) 39361 epoch: 44481, [Discriminator :: d_loss: 0.731862], [ Generator :: loss: 0.153086] random_index: 11357 (32, 10) 11389 epoch: 44482, [Discriminator :: d_loss: 0.737577], [ Generator :: loss: 0.157715] random_index: 17076 (32, 10) 17108 epoch: 44483, [Discriminator :: d_loss: 0.731963], [ Generator :: loss: 0.150455] random_index: 28994 (32, 10) 29026 epoch: 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0.141260] random_index: 455 (32, 10) 487 epoch: 44707, [Discriminator :: d_loss: 0.736746], [ Generator :: loss: 0.140970] random_index: 9879 (32, 10) 9911 epoch: 44708, [Discriminator :: d_loss: 0.734925], [ Generator :: loss: 0.136974] random_index: 6538 (32, 10) 6570 epoch: 44709, [Discriminator :: d_loss: 0.728848], [ Generator :: loss: 0.140859] random_index: 13311 (32, 10) 13343 epoch: 44710, [Discriminator :: d_loss: 0.728010], [ Generator :: loss: 0.145077] random_index: 22087 (32, 10) 22119 epoch: 44711, [Discriminator :: d_loss: 0.728449], [ Generator :: loss: 0.139550] random_index: 17997 (32, 10) 18029 epoch: 44712, [Discriminator :: d_loss: 0.738103], [ Generator :: loss: 0.140409] random_index: 36075 (32, 10) 36107 epoch: 44713, [Discriminator :: d_loss: 0.727844], [ Generator :: loss: 0.138440] random_index: 15428 (32, 10) 15460 epoch: 44714, [Discriminator :: d_loss: 0.726115], [ Generator :: loss: 0.142392] random_index: 14752 (32, 10) 14784 epoch: 44715, 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d_loss: 0.729608], [ Generator :: loss: 0.135096] random_index: 7184 (32, 10) 7216 epoch: 44733, [Discriminator :: d_loss: 0.727775], [ Generator :: loss: 0.137734] random_index: 21610 (32, 10) 21642 epoch: 44734, [Discriminator :: d_loss: 0.723230], [ Generator :: loss: 0.135412] random_index: 20178 (32, 10) 20210 epoch: 44735, [Discriminator :: d_loss: 0.724672], [ Generator :: loss: 0.129783] random_index: 22668 (32, 10) 22700 epoch: 44736, [Discriminator :: d_loss: 0.728092], [ Generator :: loss: 0.134356] random_index: 5034 (32, 10) 5066 epoch: 44737, [Discriminator :: d_loss: 0.733932], [ Generator :: loss: 0.141453] random_index: 26332 (32, 10) 26364 epoch: 44738, [Discriminator :: d_loss: 0.723802], [ Generator :: loss: 0.135970] random_index: 11897 (32, 10) 11929 epoch: 44739, [Discriminator :: d_loss: 0.729751], [ Generator :: loss: 0.139798] random_index: 16423 (32, 10) 16455 epoch: 44740, [Discriminator :: d_loss: 0.723314], [ Generator :: loss: 0.136064] random_index: 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d_loss: 0.733651], [ Generator :: loss: 0.133610] random_index: 34898 (32, 10) 34930 epoch: 44810, [Discriminator :: d_loss: 0.728170], [ Generator :: loss: 0.133516] random_index: 36606 (32, 10) 36638 epoch: 44811, [Discriminator :: d_loss: 0.732815], [ Generator :: loss: 0.119724] random_index: 28489 (32, 10) 28521 epoch: 44812, [Discriminator :: d_loss: 0.735303], [ Generator :: loss: 0.132703] random_index: 12216 (32, 10) 12248 epoch: 44813, [Discriminator :: d_loss: 0.732385], [ Generator :: loss: 0.147501] random_index: 11372 (32, 10) 11404 epoch: 44814, [Discriminator :: d_loss: 0.722867], [ Generator :: loss: 0.153112] random_index: 10689 (32, 10) 10721 epoch: 44815, [Discriminator :: d_loss: 0.738037], [ Generator :: loss: 0.153676] random_index: 30635 (32, 10) 30667 epoch: 44816, [Discriminator :: d_loss: 0.727464], [ Generator :: loss: 0.148153] random_index: 30343 (32, 10) 30375 epoch: 44817, [Discriminator :: d_loss: 0.727595], [ Generator :: loss: 0.138817] random_index: 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0.727558], [ Generator :: loss: 0.137492] random_index: 485 (32, 10) 517 epoch: 44827, [Discriminator :: d_loss: 0.730679], [ Generator :: loss: 0.144832] random_index: 21541 (32, 10) 21573 epoch: 44828, [Discriminator :: d_loss: 0.732276], [ Generator :: loss: 0.142700] random_index: 8899 (32, 10) 8931 epoch: 44829, [Discriminator :: d_loss: 0.736818], [ Generator :: loss: 0.145553] random_index: 16295 (32, 10) 16327 epoch: 44830, [Discriminator :: d_loss: 0.741895], [ Generator :: loss: 0.139359] random_index: 8307 (32, 10) 8339 epoch: 44831, [Discriminator :: d_loss: 0.733376], [ Generator :: loss: 0.150245] random_index: 20405 (32, 10) 20437 epoch: 44832, [Discriminator :: d_loss: 0.732244], [ Generator :: loss: 0.149147] random_index: 3189 (32, 10) 3221 epoch: 44833, [Discriminator :: d_loss: 0.727594], [ Generator :: loss: 0.143735] random_index: 12723 (32, 10) 12755 epoch: 44834, [Discriminator :: d_loss: 0.729676], [ Generator :: loss: 0.136924] random_index: 16239 (32, 10) 16271 epoch: 44835, [Discriminator :: d_loss: 0.730041], [ Generator :: loss: 0.138192] random_index: 490 (32, 10) 522 epoch: 44836, [Discriminator :: d_loss: 0.735533], [ Generator :: loss: 0.146521] random_index: 24231 (32, 10) 24263 epoch: 44837, [Discriminator :: d_loss: 0.740154], [ Generator :: loss: 0.150581] random_index: 19333 (32, 10) 19365 epoch: 44838, [Discriminator :: d_loss: 0.732023], [ Generator :: loss: 0.144382] random_index: 13747 (32, 10) 13779 epoch: 44839, [Discriminator :: d_loss: 0.723064], [ Generator :: loss: 0.133030] random_index: 33283 (32, 10) 33315 epoch: 44840, [Discriminator :: d_loss: 0.720561], [ Generator :: loss: 0.138764] random_index: 31144 (32, 10) 31176 epoch: 44841, [Discriminator :: d_loss: 0.731223], [ Generator :: loss: 0.133275] random_index: 656 (32, 10) 688 epoch: 44842, [Discriminator :: d_loss: 0.735634], [ Generator :: loss: 0.141733] random_index: 1084 (32, 10) 1116 epoch: 44843, [Discriminator :: d_loss: 0.732517], [ Generator :: loss: 0.147010] random_index: 16204 (32, 10) 16236 epoch: 44844, [Discriminator :: d_loss: 0.730475], [ Generator :: loss: 0.147820] random_index: 38990 (32, 10) 39022 epoch: 44845, [Discriminator :: d_loss: 0.730007], [ Generator :: loss: 0.148338] random_index: 24775 (32, 10) 24807 epoch: 44846, [Discriminator :: d_loss: 0.728870], [ Generator :: loss: 0.142589] random_index: 22656 (32, 10) 22688 epoch: 44847, [Discriminator :: d_loss: 0.731650], [ Generator :: loss: 0.127447] random_index: 23340 (32, 10) 23372 epoch: 44848, [Discriminator :: d_loss: 0.730117], [ Generator :: loss: 0.124473] random_index: 28102 (32, 10) 28134 epoch: 44849, [Discriminator :: d_loss: 0.736800], [ Generator :: loss: 0.129334] random_index: 4425 (32, 10) 4457 epoch: 44850, [Discriminator :: d_loss: 0.734526], [ Generator :: loss: 0.134879] random_index: 35650 (32, 10) 35682 epoch: 44851, [Discriminator :: d_loss: 0.732959], [ Generator :: loss: 0.144161] random_index: 13815 (32, 10) 13847 epoch: 44852, [Discriminator :: d_loss: 0.726703], [ Generator :: loss: 0.146391] random_index: 14192 (32, 10) 14224 epoch: 44853, [Discriminator :: d_loss: 0.731970], [ Generator :: loss: 0.148300] random_index: 27226 (32, 10) 27258 epoch: 44854, [Discriminator :: d_loss: 0.735027], [ Generator :: loss: 0.146435] random_index: 5212 (32, 10) 5244 epoch: 44855, [Discriminator :: d_loss: 0.731782], [ Generator :: loss: 0.139650] random_index: 18700 (32, 10) 18732 epoch: 44856, [Discriminator :: d_loss: 0.728770], [ Generator :: loss: 0.134862] random_index: 17602 (32, 10) 17634 epoch: 44857, [Discriminator :: d_loss: 0.729412], [ Generator :: loss: 0.129295] random_index: 17768 (32, 10) 17800 epoch: 44858, [Discriminator :: d_loss: 0.732135], [ Generator :: loss: 0.129939] random_index: 23496 (32, 10) 23528 epoch: 44859, [Discriminator :: d_loss: 0.740026], [ Generator :: loss: 0.136798] random_index: 19367 (32, 10) 19399 epoch: 44860, [Discriminator :: d_loss: 0.732001], [ Generator :: loss: 0.135227] random_index: 3045 (32, 10) 3077 epoch: 44861, [Discriminator :: d_loss: 0.729680], [ Generator :: loss: 0.139977] random_index: 15566 (32, 10) 15598 epoch: 44862, [Discriminator :: d_loss: 0.733474], [ Generator :: loss: 0.148903] random_index: 39435 (32, 10) 39467 epoch: 44863, [Discriminator :: d_loss: 0.733115], [ Generator :: loss: 0.151306] random_index: 17143 (32, 10) 17175 epoch: 44864, [Discriminator :: d_loss: 0.734249], [ Generator :: loss: 0.148545] random_index: 2987 (32, 10) 3019 epoch: 44865, [Discriminator :: d_loss: 0.738006], [ Generator :: loss: 0.138947] random_index: 20626 (32, 10) 20658 epoch: 44866, [Discriminator :: d_loss: 0.735004], [ Generator :: loss: 0.132790] random_index: 24568 (32, 10) 24600 epoch: 44867, [Discriminator :: d_loss: 0.757090], [ Generator :: loss: 0.138090] random_index: 2469 (32, 10) 2501 epoch: 44868, [Discriminator :: d_loss: 0.729473], [ Generator :: loss: 0.142651] random_index: 32049 (32, 10) 32081 epoch: 44869, [Discriminator :: d_loss: 0.737455], [ Generator :: loss: 0.150537] random_index: 41782 (32, 10) 41814 epoch: 44870, [Discriminator :: d_loss: 0.732139], [ Generator :: loss: 0.149223] random_index: 24674 (32, 10) 24706 epoch: 44871, [Discriminator :: d_loss: 0.729490], [ Generator :: loss: 0.143019] random_index: 19086 (32, 10) 19118 epoch: 44872, [Discriminator :: d_loss: 0.730255], [ Generator :: loss: 0.136943] random_index: 20853 (32, 10) 20885 epoch: 44873, [Discriminator :: d_loss: 0.731947], [ Generator :: loss: 0.139060] random_index: 8718 (32, 10) 8750 epoch: 44874, [Discriminator :: d_loss: 0.729915], [ Generator :: loss: 0.132573] random_index: 31502 (32, 10) 31534 epoch: 44875, [Discriminator :: d_loss: 0.732441], [ Generator :: loss: 0.135623] random_index: 11994 (32, 10) 12026 epoch: 44876, [Discriminator :: d_loss: 0.727370], [ Generator :: loss: 0.136776] random_index: 28324 (32, 10) 28356 epoch: 44877, [Discriminator :: d_loss: 0.732297], [ Generator :: loss: 0.133084] random_index: 26910 (32, 10) 26942 epoch: 44878, [Discriminator :: d_loss: 0.732037], [ Generator :: loss: 0.143385] random_index: 16197 (32, 10) 16229 epoch: 44879, [Discriminator :: d_loss: 0.730049], [ Generator :: loss: 0.128704] random_index: 30087 (32, 10) 30119 epoch: 44880, [Discriminator :: d_loss: 0.726655], [ Generator :: loss: 0.132779] random_index: 2221 (32, 10) 2253 epoch: 44881, [Discriminator :: d_loss: 0.736034], [ Generator :: loss: 0.131676] random_index: 21490 (32, 10) 21522 epoch: 44882, [Discriminator :: d_loss: 0.723194], [ Generator :: loss: 0.139156] random_index: 27003 (32, 10) 27035 epoch: 44883, [Discriminator :: d_loss: 0.725955], [ Generator :: loss: 0.138601] random_index: 36855 (32, 10) 36887 epoch: 44884, [Discriminator :: d_loss: 0.732988], [ Generator :: loss: 0.140108] random_index: 31108 (32, 10) 31140 epoch: 44885, [Discriminator :: d_loss: 0.731700], [ Generator :: loss: 0.132178] random_index: 7343 (32, 10) 7375 epoch: 44886, [Discriminator :: d_loss: 0.731546], [ Generator :: loss: 0.135492] random_index: 436 (32, 10) 468 epoch: 44887, [Discriminator :: d_loss: 0.730784], [ Generator :: loss: 0.135435] random_index: 10249 (32, 10) 10281 epoch: 44888, [Discriminator :: d_loss: 0.730223], [ Generator :: loss: 0.137491] random_index: 18615 (32, 10) 18647 epoch: 44889, [Discriminator :: d_loss: 0.732554], [ Generator :: loss: 0.141671] random_index: 28922 (32, 10) 28954 epoch: 44890, [Discriminator :: d_loss: 0.736216], [ Generator :: loss: 0.140258] random_index: 14561 (32, 10) 14593 epoch: 44891, [Discriminator :: d_loss: 0.735502], [ Generator :: loss: 0.145458] random_index: 27046 (32, 10) 27078 epoch: 44892, [Discriminator :: d_loss: 0.733932], [ Generator :: loss: 0.149824] random_index: 1825 (32, 10) 1857 epoch: 44893, [Discriminator :: d_loss: 0.731608], [ Generator :: loss: 0.143327] random_index: 28626 (32, 10) 28658 epoch: 44894, [Discriminator :: d_loss: 0.733578], [ Generator :: loss: 0.141154] 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d_loss: 0.727464], [ Generator :: loss: 0.142928] random_index: 33845 (32, 10) 33877 epoch: 44904, [Discriminator :: d_loss: 0.733904], [ Generator :: loss: 0.142347] random_index: 28594 (32, 10) 28626 epoch: 44905, [Discriminator :: d_loss: 0.728958], [ Generator :: loss: 0.141899] random_index: 2033 (32, 10) 2065 epoch: 44906, [Discriminator :: d_loss: 0.730244], [ Generator :: loss: 0.147057] random_index: 21281 (32, 10) 21313 epoch: 44907, [Discriminator :: d_loss: 0.729887], [ Generator :: loss: 0.147325] random_index: 37750 (32, 10) 37782 epoch: 44908, [Discriminator :: d_loss: 0.723864], [ Generator :: loss: 0.138081] random_index: 21305 (32, 10) 21337 epoch: 44909, [Discriminator :: d_loss: 0.741248], [ Generator :: loss: 0.130351] random_index: 2951 (32, 10) 2983 epoch: 44910, [Discriminator :: d_loss: 0.723737], [ Generator :: loss: 0.136519] random_index: 7531 (32, 10) 7563 epoch: 44911, [Discriminator :: d_loss: 0.731401], [ Generator :: loss: 0.133295] random_index: 39622 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Generator :: loss: 0.137459] random_index: 28495 (32, 10) 28527 epoch: 44921, [Discriminator :: d_loss: 0.732553], [ Generator :: loss: 0.134397] random_index: 13041 (32, 10) 13073 epoch: 44922, [Discriminator :: d_loss: 0.723275], [ Generator :: loss: 0.138129] random_index: 1745 (32, 10) 1777 epoch: 44923, [Discriminator :: d_loss: 0.726135], [ Generator :: loss: 0.146106] random_index: 12378 (32, 10) 12410 epoch: 44924, [Discriminator :: d_loss: 0.731180], [ Generator :: loss: 0.143725] random_index: 9289 (32, 10) 9321 epoch: 44925, [Discriminator :: d_loss: 0.732525], [ Generator :: loss: 0.146487] random_index: 21665 (32, 10) 21697 epoch: 44926, [Discriminator :: d_loss: 0.724767], [ Generator :: loss: 0.145079] random_index: 20583 (32, 10) 20615 epoch: 44927, [Discriminator :: d_loss: 0.734424], [ Generator :: loss: 0.142959] random_index: 29016 (32, 10) 29048 epoch: 44928, [Discriminator :: d_loss: 0.730844], [ Generator :: loss: 0.139095] random_index: 30368 (32, 10) 30400 epoch: 44929, [Discriminator :: d_loss: 0.722358], [ Generator :: loss: 0.139459] random_index: 7827 (32, 10) 7859 epoch: 44930, [Discriminator :: d_loss: 0.728699], [ Generator :: loss: 0.137412] random_index: 23210 (32, 10) 23242 epoch: 44931, [Discriminator :: d_loss: 0.725871], [ Generator :: loss: 0.133649] random_index: 9573 (32, 10) 9605 epoch: 44932, [Discriminator :: d_loss: 0.730359], [ Generator :: loss: 0.138171] random_index: 35850 (32, 10) 35882 epoch: 44933, [Discriminator :: d_loss: 0.731897], [ Generator :: loss: 0.140876] random_index: 25819 (32, 10) 25851 epoch: 44934, [Discriminator :: d_loss: 0.728637], [ Generator :: loss: 0.149071] random_index: 15298 (32, 10) 15330 epoch: 44935, [Discriminator :: d_loss: 0.719491], [ Generator :: loss: 0.148075] random_index: 40654 (32, 10) 40686 epoch: 44936, [Discriminator :: d_loss: 0.724458], [ Generator :: loss: 0.143014] random_index: 1831 (32, 10) 1863 epoch: 44937, [Discriminator :: d_loss: 0.721548], [ Generator :: 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[Discriminator :: d_loss: 0.723861], [ Generator :: loss: 0.140241] random_index: 15984 (32, 10) 16016 epoch: 44947, [Discriminator :: d_loss: 0.730369], [ Generator :: loss: 0.142584] random_index: 6195 (32, 10) 6227 epoch: 44948, [Discriminator :: d_loss: 0.726001], [ Generator :: loss: 0.132182] random_index: 37977 (32, 10) 38009 epoch: 44949, [Discriminator :: d_loss: 0.725849], [ Generator :: loss: 0.130673] random_index: 22408 (32, 10) 22440 epoch: 44950, [Discriminator :: d_loss: 0.732724], [ Generator :: loss: 0.136724] random_index: 32267 (32, 10) 32299 epoch: 44951, [Discriminator :: d_loss: 0.734001], [ Generator :: loss: 0.146600] random_index: 10287 (32, 10) 10319 epoch: 44952, [Discriminator :: d_loss: 0.730801], [ Generator :: loss: 0.154323] random_index: 14224 (32, 10) 14256 epoch: 44953, [Discriminator :: d_loss: 0.732056], [ Generator :: loss: 0.157677] random_index: 37967 (32, 10) 37999 epoch: 44954, [Discriminator :: d_loss: 0.730033], [ Generator :: loss: 0.151453] random_index: 27045 (32, 10) 27077 epoch: 44955, [Discriminator :: d_loss: 0.727358], [ Generator :: loss: 0.145332] random_index: 14905 (32, 10) 14937 epoch: 44956, [Discriminator :: d_loss: 0.734565], [ Generator :: loss: 0.136554] random_index: 5209 (32, 10) 5241 epoch: 44957, [Discriminator :: d_loss: 0.727120], [ Generator :: loss: 0.128326] random_index: 35221 (32, 10) 35253 epoch: 44958, [Discriminator :: d_loss: 0.724472], [ Generator :: loss: 0.134652] random_index: 5036 (32, 10) 5068 epoch: 44959, [Discriminator :: d_loss: 0.731478], [ Generator :: loss: 0.150825] random_index: 21383 (32, 10) 21415 epoch: 44960, [Discriminator :: d_loss: 0.729598], [ Generator :: loss: 0.142761] random_index: 11107 (32, 10) 11139 epoch: 44961, [Discriminator :: d_loss: 0.733692], [ Generator :: loss: 0.141471] random_index: 17597 (32, 10) 17629 epoch: 44962, [Discriminator :: d_loss: 0.732181], [ Generator :: loss: 0.144498] random_index: 22277 (32, 10) 22309 epoch: 44963, [Discriminator :: d_loss: 0.726388], [ Generator :: loss: 0.145593] random_index: 23258 (32, 10) 23290 epoch: 44964, [Discriminator :: d_loss: 0.723592], [ Generator :: loss: 0.137101] random_index: 34161 (32, 10) 34193 epoch: 44965, [Discriminator :: d_loss: 0.736164], [ Generator :: loss: 0.130713] random_index: 20738 (32, 10) 20770 epoch: 44966, [Discriminator :: d_loss: 0.726251], [ Generator :: loss: 0.135823] random_index: 6621 (32, 10) 6653 epoch: 44967, [Discriminator :: d_loss: 0.738076], [ Generator :: loss: 0.142192] random_index: 23477 (32, 10) 23509 epoch: 44968, [Discriminator :: d_loss: 0.730753], [ Generator :: loss: 0.150935] random_index: 15726 (32, 10) 15758 epoch: 44969, [Discriminator :: d_loss: 0.740039], [ Generator :: loss: 0.151964] random_index: 11698 (32, 10) 11730 epoch: 44970, [Discriminator :: d_loss: 0.731674], [ Generator :: loss: 0.154411] random_index: 1532 (32, 10) 1564 epoch: 44971, [Discriminator :: d_loss: 0.730390], [ Generator :: loss: 0.146272] 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epoch: 45297, [Discriminator :: d_loss: 0.729249], [ Generator :: loss: 0.130583] random_index: 36962 (32, 10) 36994 epoch: 45298, [Discriminator :: d_loss: 0.726478], [ Generator :: loss: 0.129748] random_index: 35250 (32, 10) 35282 epoch: 45299, [Discriminator :: d_loss: 0.723516], [ Generator :: loss: 0.136264] random_index: 3118 (32, 10) 3150 epoch: 45300, [Discriminator :: d_loss: 0.726587], [ Generator :: loss: 0.134354] random_index: 28394 (32, 10) 28426 epoch: 45301, [Discriminator :: d_loss: 0.721821], [ Generator :: loss: 0.137865] random_index: 17015 (32, 10) 17047 epoch: 45302, [Discriminator :: d_loss: 0.735269], [ Generator :: loss: 0.148077] random_index: 16778 (32, 10) 16810 epoch: 45303, [Discriminator :: d_loss: 0.733364], [ Generator :: loss: 0.143822] random_index: 9899 (32, 10) 9931 epoch: 45304, [Discriminator :: d_loss: 0.729855], [ Generator :: loss: 0.151068] random_index: 19569 (32, 10) 19601 epoch: 45305, [Discriminator :: d_loss: 0.723163], [ Generator :: 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epoch: 45451, [Discriminator :: d_loss: 0.731017], [ Generator :: loss: 0.130710] random_index: 24035 (32, 10) 24067 epoch: 45452, [Discriminator :: d_loss: 0.719797], [ Generator :: loss: 0.130366] random_index: 39837 (32, 10) 39869 epoch: 45453, [Discriminator :: d_loss: 0.728252], [ Generator :: loss: 0.124632] random_index: 29871 (32, 10) 29903 epoch: 45454, [Discriminator :: d_loss: 0.730999], [ Generator :: loss: 0.128817] random_index: 15381 (32, 10) 15413 epoch: 45455, [Discriminator :: d_loss: 0.742778], [ Generator :: loss: 0.142050] random_index: 9683 (32, 10) 9715 epoch: 45456, [Discriminator :: d_loss: 0.734668], [ Generator :: loss: 0.149283] random_index: 26965 (32, 10) 26997 epoch: 45457, [Discriminator :: d_loss: 0.724814], [ Generator :: loss: 0.152373] random_index: 36609 (32, 10) 36641 epoch: 45458, [Discriminator :: d_loss: 0.737765], [ Generator :: loss: 0.145371] random_index: 12569 (32, 10) 12601 epoch: 45459, [Discriminator :: d_loss: 0.734440], [ Generator :: loss: 0.142046] random_index: 20552 (32, 10) 20584 epoch: 45460, [Discriminator :: d_loss: 0.733021], [ Generator :: loss: 0.138903] random_index: 1490 (32, 10) 1522 epoch: 45461, [Discriminator :: d_loss: 0.726901], [ Generator :: loss: 0.129939] random_index: 22360 (32, 10) 22392 epoch: 45462, [Discriminator :: d_loss: 0.730665], [ Generator :: loss: 0.131911] random_index: 20739 (32, 10) 20771 epoch: 45463, [Discriminator :: d_loss: 0.734473], [ Generator :: loss: 0.137111] random_index: 37196 (32, 10) 37228 epoch: 45464, [Discriminator :: d_loss: 0.732901], [ Generator :: loss: 0.144282] random_index: 14476 (32, 10) 14508 epoch: 45465, [Discriminator :: d_loss: 0.733723], [ Generator :: loss: 0.152954] random_index: 21723 (32, 10) 21755 epoch: 45466, [Discriminator :: d_loss: 0.726043], [ Generator :: loss: 0.143055] random_index: 28721 (32, 10) 28753 epoch: 45467, [Discriminator :: d_loss: 0.734122], [ Generator :: loss: 0.138877] random_index: 31099 (32, 10) 31131 epoch: 45468, [Discriminator :: d_loss: 0.730146], [ Generator :: loss: 0.138783] random_index: 17982 (32, 10) 18014 epoch: 45469, [Discriminator :: d_loss: 0.736132], [ Generator :: loss: 0.132905] random_index: 18802 (32, 10) 18834 epoch: 45470, [Discriminator :: d_loss: 0.729862], [ Generator :: loss: 0.130679] random_index: 13669 (32, 10) 13701 epoch: 45471, [Discriminator :: d_loss: 0.732206], [ Generator :: loss: 0.137850] random_index: 13009 (32, 10) 13041 epoch: 45472, [Discriminator :: d_loss: 0.730180], [ Generator :: loss: 0.139388] random_index: 15540 (32, 10) 15572 epoch: 45473, [Discriminator :: d_loss: 0.734359], [ Generator :: loss: 0.141957] random_index: 27739 (32, 10) 27771 epoch: 45474, [Discriminator :: d_loss: 0.726367], [ Generator :: loss: 0.141099] random_index: 11231 (32, 10) 11263 epoch: 45475, [Discriminator :: d_loss: 0.730619], [ Generator :: loss: 0.139910] random_index: 39680 (32, 10) 39712 epoch: 45476, [Discriminator :: d_loss: 0.731287], [ Generator :: loss: 0.137458] random_index: 36313 (32, 10) 36345 epoch: 45477, [Discriminator :: d_loss: 0.731064], [ Generator :: loss: 0.133068] random_index: 19507 (32, 10) 19539 epoch: 45478, [Discriminator :: d_loss: 0.730411], [ Generator :: loss: 0.136426] random_index: 1051 (32, 10) 1083 epoch: 45479, [Discriminator :: d_loss: 0.723513], [ Generator :: loss: 0.135773] random_index: 39057 (32, 10) 39089 epoch: 45480, [Discriminator :: d_loss: 0.729327], [ Generator :: loss: 0.141056] random_index: 23980 (32, 10) 24012 epoch: 45481, [Discriminator :: d_loss: 0.730176], [ Generator :: loss: 0.153703] random_index: 40232 (32, 10) 40264 epoch: 45482, [Discriminator :: d_loss: 0.735533], [ Generator :: loss: 0.154224] random_index: 7435 (32, 10) 7467 epoch: 45483, [Discriminator :: d_loss: 0.732291], [ Generator :: loss: 0.142701] random_index: 21608 (32, 10) 21640 epoch: 45484, [Discriminator :: d_loss: 0.729519], [ Generator :: loss: 0.138532] random_index: 27071 (32, 10) 27103 epoch: 45485, [Discriminator :: d_loss: 0.727391], [ Generator :: loss: 0.134293] random_index: 14867 (32, 10) 14899 epoch: 45486, [Discriminator :: d_loss: 0.730791], [ Generator :: loss: 0.131299] random_index: 31431 (32, 10) 31463 epoch: 45487, [Discriminator :: d_loss: 0.731720], [ Generator :: loss: 0.132918] random_index: 7640 (32, 10) 7672 epoch: 45488, [Discriminator :: d_loss: 0.728140], [ Generator :: loss: 0.139494] random_index: 20188 (32, 10) 20220 epoch: 45489, [Discriminator :: d_loss: 0.729196], [ Generator :: loss: 0.142839] random_index: 35725 (32, 10) 35757 epoch: 45490, [Discriminator :: d_loss: 0.726443], [ Generator :: loss: 0.149301] random_index: 1770 (32, 10) 1802 epoch: 45491, [Discriminator :: d_loss: 0.730495], [ Generator :: loss: 0.153389] random_index: 39038 (32, 10) 39070 epoch: 45492, [Discriminator :: d_loss: 0.722878], [ Generator :: loss: 0.145123] random_index: 27263 (32, 10) 27295 epoch: 45493, [Discriminator :: d_loss: 0.732466], [ Generator :: loss: 0.132561] 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d_loss: 0.736465], [ Generator :: loss: 0.151872] random_index: 35943 (32, 10) 35975 epoch: 45503, [Discriminator :: d_loss: 0.736721], [ Generator :: loss: 0.147000] random_index: 1507 (32, 10) 1539 epoch: 45504, [Discriminator :: d_loss: 0.728600], [ Generator :: loss: 0.148875] random_index: 36688 (32, 10) 36720 epoch: 45505, [Discriminator :: d_loss: 0.732286], [ Generator :: loss: 0.152830] random_index: 24855 (32, 10) 24887 epoch: 45506, [Discriminator :: d_loss: 0.728759], [ Generator :: loss: 0.130418] random_index: 28272 (32, 10) 28304 epoch: 45507, [Discriminator :: d_loss: 0.731500], [ Generator :: loss: 0.122407] random_index: 41495 (32, 10) 41527 epoch: 45508, [Discriminator :: d_loss: 0.727064], [ Generator :: loss: 0.126655] random_index: 9813 (32, 10) 9845 epoch: 45509, [Discriminator :: d_loss: 0.733069], [ Generator :: loss: 0.131138] random_index: 13211 (32, 10) 13243 epoch: 45510, [Discriminator :: d_loss: 0.734801], [ Generator :: loss: 0.132514] random_index: 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0.141679] random_index: 32894 (32, 10) 32926 epoch: 45571, [Discriminator :: d_loss: 0.727233], [ Generator :: loss: 0.145363] random_index: 33397 (32, 10) 33429 epoch: 45572, [Discriminator :: d_loss: 0.732590], [ Generator :: loss: 0.145355] random_index: 17590 (32, 10) 17622 epoch: 45573, [Discriminator :: d_loss: 0.724772], [ Generator :: loss: 0.145228] random_index: 3786 (32, 10) 3818 epoch: 45574, [Discriminator :: d_loss: 0.724813], [ Generator :: loss: 0.135208] random_index: 33387 (32, 10) 33419 epoch: 45575, [Discriminator :: d_loss: 0.735499], [ Generator :: loss: 0.136860] random_index: 23028 (32, 10) 23060 epoch: 45576, [Discriminator :: d_loss: 0.737241], [ Generator :: loss: 0.136400] random_index: 32406 (32, 10) 32438 epoch: 45577, [Discriminator :: d_loss: 0.729816], [ Generator :: loss: 0.145352] random_index: 25495 (32, 10) 25527 epoch: 45578, [Discriminator :: d_loss: 0.725756], [ Generator :: loss: 0.142504] random_index: 31459 (32, 10) 31491 epoch: 45579, 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:: d_loss: 0.728220], [ Generator :: loss: 0.140655] random_index: 548 (32, 10) 580 epoch: 45597, [Discriminator :: d_loss: 0.730179], [ Generator :: loss: 0.139160] random_index: 32266 (32, 10) 32298 epoch: 45598, [Discriminator :: d_loss: 0.729659], [ Generator :: loss: 0.138243] random_index: 13589 (32, 10) 13621 epoch: 45599, [Discriminator :: d_loss: 0.728259], [ Generator :: loss: 0.139593] random_index: 18784 (32, 10) 18816 epoch: 45600, [Discriminator :: d_loss: 0.734096], [ Generator :: loss: 0.140852] random_index: 23800 (32, 10) 23832 epoch: 45601, [Discriminator :: d_loss: 0.731164], [ Generator :: loss: 0.135185] random_index: 33601 (32, 10) 33633 epoch: 45602, [Discriminator :: d_loss: 0.725546], [ Generator :: loss: 0.136985] random_index: 4162 (32, 10) 4194 epoch: 45603, [Discriminator :: d_loss: 0.726128], [ Generator :: loss: 0.137927] random_index: 11810 (32, 10) 11842 epoch: 45604, [Discriminator :: d_loss: 0.726846], [ Generator :: loss: 0.143610] random_index: 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epoch: 45699, [Discriminator :: d_loss: 0.733734], [ Generator :: loss: 0.153780] random_index: 25801 (32, 10) 25833 epoch: 45700, [Discriminator :: d_loss: 0.728873], [ Generator :: loss: 0.135357] random_index: 20709 (32, 10) 20741 epoch: 45701, [Discriminator :: d_loss: 0.730546], [ Generator :: loss: 0.131200] random_index: 35495 (32, 10) 35527 epoch: 45702, [Discriminator :: d_loss: 0.734857], [ Generator :: loss: 0.127225] random_index: 35463 (32, 10) 35495 epoch: 45703, [Discriminator :: d_loss: 0.741280], [ Generator :: loss: 0.130312] random_index: 25678 (32, 10) 25710 epoch: 45704, [Discriminator :: d_loss: 0.727385], [ Generator :: loss: 0.134404] random_index: 34385 (32, 10) 34417 epoch: 45705, [Discriminator :: d_loss: 0.736986], [ Generator :: loss: 0.142124] random_index: 37726 (32, 10) 37758 epoch: 45706, [Discriminator :: d_loss: 0.740042], [ Generator :: loss: 0.150443] random_index: 12564 (32, 10) 12596 epoch: 45707, [Discriminator :: d_loss: 0.725568], [ Generator :: loss: 0.148813] random_index: 35831 (32, 10) 35863 epoch: 45708, [Discriminator :: d_loss: 0.734523], [ Generator :: loss: 0.145076] random_index: 36326 (32, 10) 36358 epoch: 45709, [Discriminator :: d_loss: 0.732469], [ Generator :: loss: 0.145968] random_index: 32871 (32, 10) 32903 epoch: 45710, [Discriminator :: d_loss: 0.726961], [ Generator :: loss: 0.127429] random_index: 951 (32, 10) 983 epoch: 45711, [Discriminator :: d_loss: 0.738511], [ Generator :: loss: 0.138123] random_index: 35751 (32, 10) 35783 epoch: 45712, [Discriminator :: d_loss: 0.730543], [ Generator :: loss: 0.138186] random_index: 36867 (32, 10) 36899 epoch: 45713, [Discriminator :: d_loss: 0.728991], [ Generator :: loss: 0.142831] random_index: 39409 (32, 10) 39441 epoch: 45714, [Discriminator :: d_loss: 0.733260], [ Generator :: loss: 0.144485] random_index: 14400 (32, 10) 14432 epoch: 45715, [Discriminator :: d_loss: 0.729828], [ Generator :: loss: 0.147698] random_index: 15802 (32, 10) 15834 epoch: 45716, 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d_loss: 0.731369], [ Generator :: loss: 0.155508] random_index: 10917 (32, 10) 10949 epoch: 45734, [Discriminator :: d_loss: 0.731385], [ Generator :: loss: 0.150998] random_index: 688 (32, 10) 720 epoch: 45735, [Discriminator :: d_loss: 0.734260], [ Generator :: loss: 0.138670] random_index: 946 (32, 10) 978 epoch: 45736, [Discriminator :: d_loss: 0.719624], [ Generator :: loss: 0.130005] random_index: 13763 (32, 10) 13795 epoch: 45737, [Discriminator :: d_loss: 0.726309], [ Generator :: loss: 0.121746] random_index: 24834 (32, 10) 24866 epoch: 45738, [Discriminator :: d_loss: 0.744624], [ Generator :: loss: 0.130939] random_index: 40787 (32, 10) 40819 epoch: 45739, [Discriminator :: d_loss: 0.729722], [ Generator :: loss: 0.143331] random_index: 38723 (32, 10) 38755 epoch: 45740, [Discriminator :: d_loss: 0.733366], [ Generator :: loss: 0.155142] random_index: 33828 (32, 10) 33860 epoch: 45741, [Discriminator :: d_loss: 0.731969], [ Generator :: loss: 0.160596] random_index: 37760 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epoch: 45759, [Discriminator :: d_loss: 0.730486], [ Generator :: loss: 0.140444] random_index: 20226 (32, 10) 20258 epoch: 45760, [Discriminator :: d_loss: 0.724883], [ Generator :: loss: 0.142567] random_index: 40292 (32, 10) 40324 epoch: 45761, [Discriminator :: d_loss: 0.730901], [ Generator :: loss: 0.134888] random_index: 5589 (32, 10) 5621 epoch: 45762, [Discriminator :: d_loss: 0.727785], [ Generator :: loss: 0.133403] random_index: 9904 (32, 10) 9936 epoch: 45763, [Discriminator :: d_loss: 0.726435], [ Generator :: loss: 0.130471] random_index: 28475 (32, 10) 28507 epoch: 45764, [Discriminator :: d_loss: 0.729204], [ Generator :: loss: 0.127377] random_index: 10430 (32, 10) 10462 epoch: 45765, [Discriminator :: d_loss: 0.733541], [ Generator :: loss: 0.136426] random_index: 13996 (32, 10) 14028 epoch: 45766, [Discriminator :: d_loss: 0.731286], [ Generator :: loss: 0.134398] random_index: 29419 (32, 10) 29451 epoch: 45767, [Discriminator :: d_loss: 0.729141], [ Generator :: loss: 0.141723] random_index: 25956 (32, 10) 25988 epoch: 45768, [Discriminator :: d_loss: 0.722626], [ Generator :: loss: 0.151417] random_index: 5778 (32, 10) 5810 epoch: 45769, [Discriminator :: d_loss: 0.728468], [ Generator :: loss: 0.145189] random_index: 31109 (32, 10) 31141 epoch: 45770, [Discriminator :: d_loss: 0.726712], [ Generator :: loss: 0.129408] random_index: 39714 (32, 10) 39746 epoch: 45771, [Discriminator :: d_loss: 0.739112], [ Generator :: loss: 0.139166] random_index: 15291 (32, 10) 15323 epoch: 45772, [Discriminator :: d_loss: 0.720632], [ Generator :: loss: 0.133918] random_index: 848 (32, 10) 880 epoch: 45773, [Discriminator :: d_loss: 0.732741], [ Generator :: loss: 0.134894] random_index: 15922 (32, 10) 15954 epoch: 45774, [Discriminator :: d_loss: 0.720397], [ Generator :: loss: 0.141486] random_index: 14729 (32, 10) 14761 epoch: 45775, [Discriminator :: d_loss: 0.729292], [ Generator :: loss: 0.137789] random_index: 32566 (32, 10) 32598 epoch: 45776, 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0.727325], [ Generator :: loss: 0.139546] random_index: 3286 (32, 10) 3318 epoch: 45794, [Discriminator :: d_loss: 0.725661], [ Generator :: loss: 0.147822] random_index: 33278 (32, 10) 33310 epoch: 45795, [Discriminator :: d_loss: 0.725144], [ Generator :: loss: 0.147507] random_index: 3950 (32, 10) 3982 epoch: 45796, [Discriminator :: d_loss: 0.727447], [ Generator :: loss: 0.143835] random_index: 13979 (32, 10) 14011 epoch: 45797, [Discriminator :: d_loss: 0.725531], [ Generator :: loss: 0.143114] random_index: 695 (32, 10) 727 epoch: 45798, [Discriminator :: d_loss: 0.735767], [ Generator :: loss: 0.139309] random_index: 33386 (32, 10) 33418 epoch: 45799, [Discriminator :: d_loss: 0.735535], [ Generator :: loss: 0.140345] random_index: 29762 (32, 10) 29794 epoch: 45800, [Discriminator :: d_loss: 0.731587], [ Generator :: loss: 0.133144] random_index: 33364 (32, 10) 33396 epoch: 45801, [Discriminator :: d_loss: 0.731394], [ Generator :: loss: 0.139602] random_index: 41171 (32, 10) 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epoch: 45939, [Discriminator :: d_loss: 0.732553], [ Generator :: loss: 0.156439] random_index: 33833 (32, 10) 33865 epoch: 45940, [Discriminator :: d_loss: 0.731078], [ Generator :: loss: 0.148231] random_index: 19923 (32, 10) 19955 epoch: 45941, [Discriminator :: d_loss: 0.726260], [ Generator :: loss: 0.150854] random_index: 35977 (32, 10) 36009 epoch: 45942, [Discriminator :: d_loss: 0.723857], [ Generator :: loss: 0.137406] random_index: 28443 (32, 10) 28475 epoch: 45943, [Discriminator :: d_loss: 0.719141], [ Generator :: loss: 0.130857] random_index: 23096 (32, 10) 23128 epoch: 45944, [Discriminator :: d_loss: 0.729235], [ Generator :: loss: 0.127049] random_index: 31871 (32, 10) 31903 epoch: 45945, [Discriminator :: d_loss: 0.732401], [ Generator :: loss: 0.125896] random_index: 23284 (32, 10) 23316 epoch: 45946, [Discriminator :: d_loss: 0.734974], [ Generator :: loss: 0.138561] random_index: 13241 (32, 10) 13273 epoch: 45947, [Discriminator :: d_loss: 0.728671], [ Generator 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epoch: 46110, [Discriminator :: d_loss: 0.733283], [ Generator :: loss: 0.128464] random_index: 9863 (32, 10) 9895 epoch: 46111, [Discriminator :: d_loss: 0.733554], [ Generator :: loss: 0.139392] random_index: 10882 (32, 10) 10914 epoch: 46112, [Discriminator :: d_loss: 0.729530], [ Generator :: loss: 0.143802] random_index: 11004 (32, 10) 11036 epoch: 46113, [Discriminator :: d_loss: 0.733576], [ Generator :: loss: 0.141925] random_index: 36570 (32, 10) 36602 epoch: 46114, [Discriminator :: d_loss: 0.727265], [ Generator :: loss: 0.138055] random_index: 4267 (32, 10) 4299 epoch: 46115, [Discriminator :: d_loss: 0.729038], [ Generator :: loss: 0.136111] random_index: 35879 (32, 10) 35911 epoch: 46116, [Discriminator :: d_loss: 0.732347], [ Generator :: loss: 0.147359] random_index: 19160 (32, 10) 19192 epoch: 46117, [Discriminator :: d_loss: 0.729359], [ Generator :: loss: 0.135237] random_index: 25689 (32, 10) 25721 epoch: 46118, [Discriminator :: d_loss: 0.725256], [ Generator :: 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Generator :: loss: 0.143879] random_index: 21113 (32, 10) 21145 epoch: 46419, [Discriminator :: d_loss: 0.738314], [ Generator :: loss: 0.147768] random_index: 13647 (32, 10) 13679 epoch: 46420, [Discriminator :: d_loss: 0.728016], [ Generator :: loss: 0.155399] random_index: 16263 (32, 10) 16295 epoch: 46421, [Discriminator :: d_loss: 0.726424], [ Generator :: loss: 0.153217] random_index: 14657 (32, 10) 14689 epoch: 46422, [Discriminator :: d_loss: 0.726506], [ Generator :: loss: 0.139424] random_index: 26651 (32, 10) 26683 epoch: 46423, [Discriminator :: d_loss: 0.733649], [ Generator :: loss: 0.134998] random_index: 40652 (32, 10) 40684 epoch: 46424, [Discriminator :: d_loss: 0.727607], [ Generator :: loss: 0.140648] random_index: 32932 (32, 10) 32964 epoch: 46425, [Discriminator :: d_loss: 0.737093], [ Generator :: loss: 0.137325] random_index: 30260 (32, 10) 30292 epoch: 46426, [Discriminator :: d_loss: 0.731566], [ Generator :: loss: 0.142801] random_index: 34535 (32, 10) 34567 epoch: 46427, [Discriminator :: d_loss: 0.726885], [ Generator :: loss: 0.147708] random_index: 7295 (32, 10) 7327 epoch: 46428, [Discriminator :: d_loss: 0.734152], [ Generator :: loss: 0.157851] random_index: 17499 (32, 10) 17531 epoch: 46429, [Discriminator :: d_loss: 0.730099], [ Generator :: loss: 0.170527] random_index: 13571 (32, 10) 13603 epoch: 46430, [Discriminator :: d_loss: 0.733814], [ Generator :: loss: 0.154460] random_index: 9924 (32, 10) 9956 epoch: 46431, [Discriminator :: d_loss: 0.724978], [ Generator :: loss: 0.137410] random_index: 22918 (32, 10) 22950 epoch: 46432, [Discriminator :: d_loss: 0.724145], [ Generator :: loss: 0.135689] random_index: 24236 (32, 10) 24268 epoch: 46433, [Discriminator :: d_loss: 0.738766], [ Generator :: loss: 0.128390] random_index: 14622 (32, 10) 14654 epoch: 46434, [Discriminator :: d_loss: 0.728336], [ Generator :: loss: 0.134799] random_index: 22432 (32, 10) 22464 epoch: 46435, [Discriminator :: d_loss: 0.723282], [ Generator :: loss: 0.130482] random_index: 4298 (32, 10) 4330 epoch: 46436, [Discriminator :: d_loss: 0.720706], [ Generator :: loss: 0.136112] random_index: 8446 (32, 10) 8478 epoch: 46437, [Discriminator :: d_loss: 0.723749], [ Generator :: loss: 0.139213] random_index: 13535 (32, 10) 13567 epoch: 46438, [Discriminator :: d_loss: 0.728932], [ Generator :: loss: 0.144204] random_index: 37465 (32, 10) 37497 epoch: 46439, [Discriminator :: d_loss: 0.729582], [ Generator :: loss: 0.139598] random_index: 22288 (32, 10) 22320 epoch: 46440, [Discriminator :: d_loss: 0.722671], [ Generator :: loss: 0.136761] random_index: 37928 (32, 10) 37960 epoch: 46441, [Discriminator :: d_loss: 0.732068], [ Generator :: loss: 0.140068] random_index: 26401 (32, 10) 26433 epoch: 46442, [Discriminator :: d_loss: 0.730463], [ Generator :: loss: 0.148061] random_index: 11273 (32, 10) 11305 epoch: 46443, [Discriminator :: d_loss: 0.731292], [ Generator :: loss: 0.140760] random_index: 34327 (32, 10) 34359 epoch: 46444, 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0.149814] random_index: 15961 (32, 10) 15993 epoch: 46453, [Discriminator :: d_loss: 0.728876], [ Generator :: loss: 0.147241] random_index: 24178 (32, 10) 24210 epoch: 46454, [Discriminator :: d_loss: 0.733184], [ Generator :: loss: 0.141655] random_index: 26822 (32, 10) 26854 epoch: 46455, [Discriminator :: d_loss: 0.731113], [ Generator :: loss: 0.143483] random_index: 26131 (32, 10) 26163 epoch: 46456, [Discriminator :: d_loss: 0.723113], [ Generator :: loss: 0.132703] random_index: 7139 (32, 10) 7171 epoch: 46457, [Discriminator :: d_loss: 0.732702], [ Generator :: loss: 0.133963] random_index: 6688 (32, 10) 6720 epoch: 46458, [Discriminator :: d_loss: 0.729155], [ Generator :: loss: 0.136377] random_index: 38859 (32, 10) 38891 epoch: 46459, [Discriminator :: d_loss: 0.725008], [ Generator :: loss: 0.135104] random_index: 7300 (32, 10) 7332 epoch: 46460, [Discriminator :: d_loss: 0.741137], [ Generator :: loss: 0.142952] random_index: 34511 (32, 10) 34543 epoch: 46461, 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loss: 0.148989] random_index: 26121 (32, 10) 26153 epoch: 46513, [Discriminator :: d_loss: 0.729007], [ Generator :: loss: 0.138692] random_index: 1017 (32, 10) 1049 epoch: 46514, [Discriminator :: d_loss: 0.731230], [ Generator :: loss: 0.132788] random_index: 24021 (32, 10) 24053 epoch: 46515, [Discriminator :: d_loss: 0.728844], [ Generator :: loss: 0.124557] random_index: 31948 (32, 10) 31980 epoch: 46516, [Discriminator :: d_loss: 0.733054], [ Generator :: loss: 0.124651] random_index: 39030 (32, 10) 39062 epoch: 46517, [Discriminator :: d_loss: 0.735255], [ Generator :: loss: 0.135689] random_index: 38245 (32, 10) 38277 epoch: 46518, [Discriminator :: d_loss: 0.730050], [ Generator :: loss: 0.143200] random_index: 7605 (32, 10) 7637 epoch: 46519, [Discriminator :: d_loss: 0.735853], [ Generator :: loss: 0.141075] random_index: 36568 (32, 10) 36600 epoch: 46520, [Discriminator :: d_loss: 0.732704], [ Generator :: loss: 0.145200] random_index: 30810 (32, 10) 30842 epoch: 46521, 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d_loss: 0.722640], [ Generator :: loss: 0.146464] random_index: 25341 (32, 10) 25373 epoch: 46539, [Discriminator :: d_loss: 0.730285], [ Generator :: loss: 0.146708] random_index: 13521 (32, 10) 13553 epoch: 46540, [Discriminator :: d_loss: 0.729028], [ Generator :: loss: 0.140815] random_index: 7886 (32, 10) 7918 epoch: 46541, [Discriminator :: d_loss: 0.734508], [ Generator :: loss: 0.140648] random_index: 3865 (32, 10) 3897 epoch: 46542, [Discriminator :: d_loss: 0.721712], [ Generator :: loss: 0.133224] random_index: 40200 (32, 10) 40232 epoch: 46543, [Discriminator :: d_loss: 0.730809], [ Generator :: loss: 0.135350] random_index: 36491 (32, 10) 36523 epoch: 46544, [Discriminator :: d_loss: 0.726218], [ Generator :: loss: 0.139631] random_index: 11266 (32, 10) 11298 epoch: 46545, [Discriminator :: d_loss: 0.724411], [ Generator :: loss: 0.139869] random_index: 5106 (32, 10) 5138 epoch: 46546, [Discriminator :: d_loss: 0.728952], [ Generator :: loss: 0.143161] random_index: 36980 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epoch: 46744, [Discriminator :: d_loss: 0.728662], [ Generator :: loss: 0.132927] random_index: 15738 (32, 10) 15770 epoch: 46745, [Discriminator :: d_loss: 0.739417], [ Generator :: loss: 0.128507] random_index: 24567 (32, 10) 24599 epoch: 46746, [Discriminator :: d_loss: 0.731715], [ Generator :: loss: 0.129249] random_index: 32794 (32, 10) 32826 epoch: 46747, [Discriminator :: d_loss: 0.722608], [ Generator :: loss: 0.132873] random_index: 26274 (32, 10) 26306 epoch: 46748, [Discriminator :: d_loss: 0.729816], [ Generator :: loss: 0.142131] random_index: 12696 (32, 10) 12728 epoch: 46749, [Discriminator :: d_loss: 0.723501], [ Generator :: loss: 0.142661] random_index: 17588 (32, 10) 17620 epoch: 46750, [Discriminator :: d_loss: 0.725278], [ Generator :: loss: 0.146702] random_index: 13141 (32, 10) 13173 epoch: 46751, [Discriminator :: d_loss: 0.724270], [ Generator :: loss: 0.141591] random_index: 3294 (32, 10) 3326 epoch: 46752, [Discriminator :: d_loss: 0.726274], [ Generator :: loss: 0.134008] random_index: 3214 (32, 10) 3246 epoch: 46753, [Discriminator :: d_loss: 0.735494], [ Generator :: loss: 0.139738] random_index: 12359 (32, 10) 12391 epoch: 46754, [Discriminator :: d_loss: 0.731877], [ Generator :: loss: 0.137999] random_index: 2682 (32, 10) 2714 epoch: 46755, [Discriminator :: d_loss: 0.730853], [ Generator :: loss: 0.144987] random_index: 14679 (32, 10) 14711 epoch: 46756, [Discriminator :: d_loss: 0.729860], [ Generator :: loss: 0.147543] random_index: 20537 (32, 10) 20569 epoch: 46757, [Discriminator :: d_loss: 0.730700], [ Generator :: loss: 0.151243] random_index: 32132 (32, 10) 32164 epoch: 46758, [Discriminator :: d_loss: 0.736395], [ Generator :: loss: 0.151965] random_index: 28124 (32, 10) 28156 epoch: 46759, [Discriminator :: d_loss: 0.725778], [ Generator :: loss: 0.140023] random_index: 21503 (32, 10) 21535 epoch: 46760, [Discriminator :: d_loss: 0.733205], [ Generator :: loss: 0.134039] random_index: 40320 (32, 10) 40352 epoch: 46761, [Discriminator :: d_loss: 0.724147], [ Generator :: loss: 0.131404] random_index: 30759 (32, 10) 30791 epoch: 46762, [Discriminator :: d_loss: 0.721902], [ Generator :: loss: 0.130303] random_index: 30563 (32, 10) 30595 epoch: 46763, [Discriminator :: d_loss: 0.722034], [ Generator :: loss: 0.133696] random_index: 17247 (32, 10) 17279 epoch: 46764, [Discriminator :: d_loss: 0.731857], [ Generator :: loss: 0.143018] random_index: 37951 (32, 10) 37983 epoch: 46765, [Discriminator :: d_loss: 0.725712], [ Generator :: loss: 0.148168] random_index: 18449 (32, 10) 18481 epoch: 46766, [Discriminator :: d_loss: 0.725288], [ Generator :: loss: 0.148328] random_index: 32418 (32, 10) 32450 epoch: 46767, [Discriminator :: d_loss: 0.729032], [ Generator :: loss: 0.149502] random_index: 29023 (32, 10) 29055 epoch: 46768, [Discriminator :: d_loss: 0.727299], [ Generator :: loss: 0.145287] random_index: 9155 (32, 10) 9187 epoch: 46769, [Discriminator :: d_loss: 0.724595], [ Generator :: loss: 0.131568] random_index: 18449 (32, 10) 18481 epoch: 46770, [Discriminator :: d_loss: 0.727888], [ Generator :: loss: 0.135324] random_index: 24710 (32, 10) 24742 epoch: 46771, [Discriminator :: d_loss: 0.723248], [ Generator :: loss: 0.145031] random_index: 8639 (32, 10) 8671 epoch: 46772, [Discriminator :: d_loss: 0.719516], [ Generator :: loss: 0.144689] random_index: 1098 (32, 10) 1130 epoch: 46773, [Discriminator :: d_loss: 0.727462], [ Generator :: loss: 0.153147] random_index: 24936 (32, 10) 24968 epoch: 46774, [Discriminator :: d_loss: 0.725271], [ Generator :: loss: 0.147739] random_index: 24882 (32, 10) 24914 epoch: 46775, [Discriminator :: d_loss: 0.720671], [ Generator :: loss: 0.143838] random_index: 12658 (32, 10) 12690 epoch: 46776, [Discriminator :: d_loss: 0.729870], [ Generator :: loss: 0.137467] random_index: 16643 (32, 10) 16675 epoch: 46777, [Discriminator :: d_loss: 0.728790], [ Generator :: loss: 0.139224] random_index: 22197 (32, 10) 22229 epoch: 46778, [Discriminator :: d_loss: 0.721328], [ Generator :: loss: 0.140541] random_index: 17497 (32, 10) 17529 epoch: 46779, [Discriminator :: d_loss: 0.722227], [ Generator :: loss: 0.146907] random_index: 29349 (32, 10) 29381 epoch: 46780, [Discriminator :: d_loss: 0.721261], [ Generator :: loss: 0.149191] random_index: 23408 (32, 10) 23440 epoch: 46781, [Discriminator :: d_loss: 0.722127], [ Generator :: loss: 0.144130] random_index: 12539 (32, 10) 12571 epoch: 46782, [Discriminator :: d_loss: 0.729327], [ Generator :: loss: 0.147910] random_index: 10793 (32, 10) 10825 epoch: 46783, [Discriminator :: d_loss: 0.718821], [ Generator :: loss: 0.145207] random_index: 35995 (32, 10) 36027 epoch: 46784, [Discriminator :: d_loss: 0.731335], [ Generator :: loss: 0.138731] random_index: 24308 (32, 10) 24340 epoch: 46785, [Discriminator :: d_loss: 0.729560], [ Generator :: loss: 0.135474] random_index: 28280 (32, 10) 28312 epoch: 46786, [Discriminator :: d_loss: 0.727692], [ Generator :: loss: 0.134808] random_index: 8508 (32, 10) 8540 epoch: 46787, [Discriminator :: d_loss: 0.720024], [ Generator :: loss: 0.136500] random_index: 8855 (32, 10) 8887 epoch: 46788, [Discriminator :: d_loss: 0.724785], [ Generator :: loss: 0.148160] random_index: 11254 (32, 10) 11286 epoch: 46789, [Discriminator :: d_loss: 0.732694], [ Generator :: loss: 0.148820] random_index: 13125 (32, 10) 13157 epoch: 46790, [Discriminator :: d_loss: 0.727294], [ Generator :: loss: 0.152389] random_index: 20553 (32, 10) 20585 epoch: 46791, [Discriminator :: d_loss: 0.733501], [ Generator :: loss: 0.146562] random_index: 14960 (32, 10) 14992 epoch: 46792, [Discriminator :: d_loss: 0.732385], [ Generator :: loss: 0.141587] random_index: 40540 (32, 10) 40572 epoch: 46793, [Discriminator :: d_loss: 0.723186], [ Generator :: loss: 0.133891] random_index: 36411 (32, 10) 36443 epoch: 46794, [Discriminator :: d_loss: 0.727347], [ Generator :: loss: 0.133678] random_index: 1438 (32, 10) 1470 epoch: 46795, 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d_loss: 0.752345], [ Generator :: loss: 0.155019] random_index: 24000 (32, 10) 24032 epoch: 46813, [Discriminator :: d_loss: 0.727843], [ Generator :: loss: 0.149836] random_index: 3295 (32, 10) 3327 epoch: 46814, [Discriminator :: d_loss: 0.725049], [ Generator :: loss: 0.144892] random_index: 39835 (32, 10) 39867 epoch: 46815, [Discriminator :: d_loss: 0.732968], [ Generator :: loss: 0.148105] random_index: 1509 (32, 10) 1541 epoch: 46816, [Discriminator :: d_loss: 0.740121], [ Generator :: loss: 0.142333] random_index: 35451 (32, 10) 35483 epoch: 46817, [Discriminator :: d_loss: 0.731098], [ Generator :: loss: 0.128358] random_index: 33439 (32, 10) 33471 epoch: 46818, [Discriminator :: d_loss: 0.738523], [ Generator :: loss: 0.137846] random_index: 588 (32, 10) 620 epoch: 46819, [Discriminator :: d_loss: 0.736881], [ Generator :: loss: 0.137404] random_index: 5869 (32, 10) 5901 epoch: 46820, [Discriminator :: d_loss: 0.737540], [ Generator :: loss: 0.140619] random_index: 8514 (32, 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epoch: 46838, [Discriminator :: d_loss: 0.720040], [ Generator :: loss: 0.133829] random_index: 11165 (32, 10) 11197 epoch: 46839, [Discriminator :: d_loss: 0.729832], [ Generator :: loss: 0.142963] random_index: 6123 (32, 10) 6155 epoch: 46840, [Discriminator :: d_loss: 0.726318], [ Generator :: loss: 0.146926] random_index: 8355 (32, 10) 8387 epoch: 46841, [Discriminator :: d_loss: 0.729387], [ Generator :: loss: 0.141440] random_index: 19765 (32, 10) 19797 epoch: 46842, [Discriminator :: d_loss: 0.725412], [ Generator :: loss: 0.144583] random_index: 31149 (32, 10) 31181 epoch: 46843, [Discriminator :: d_loss: 0.725781], [ Generator :: loss: 0.142272] random_index: 34164 (32, 10) 34196 epoch: 46844, [Discriminator :: d_loss: 0.728729], [ Generator :: loss: 0.134408] random_index: 16597 (32, 10) 16629 epoch: 46845, [Discriminator :: d_loss: 0.727120], [ Generator :: loss: 0.133390] random_index: 10001 (32, 10) 10033 epoch: 46846, [Discriminator :: d_loss: 0.730349], [ Generator :: loss: 0.138186] random_index: 20285 (32, 10) 20317 epoch: 46847, [Discriminator :: d_loss: 0.731715], [ Generator :: loss: 0.144424] random_index: 13497 (32, 10) 13529 epoch: 46848, [Discriminator :: d_loss: 0.725812], [ Generator :: loss: 0.147366] random_index: 3826 (32, 10) 3858 epoch: 46849, [Discriminator :: d_loss: 0.727239], [ Generator :: loss: 0.142126] random_index: 18211 (32, 10) 18243 epoch: 46850, [Discriminator :: d_loss: 0.729985], [ Generator :: loss: 0.142927] random_index: 22341 (32, 10) 22373 epoch: 46851, [Discriminator :: d_loss: 0.727777], [ Generator :: loss: 0.144406] random_index: 21423 (32, 10) 21455 epoch: 46852, [Discriminator :: d_loss: 0.728000], [ Generator :: loss: 0.144242] random_index: 12900 (32, 10) 12932 epoch: 46853, [Discriminator :: d_loss: 0.723782], [ Generator :: loss: 0.141473] random_index: 867 (32, 10) 899 epoch: 46854, [Discriminator :: d_loss: 0.738150], [ Generator :: loss: 0.138921] random_index: 6532 (32, 10) 6564 epoch: 46855, 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d_loss: 0.723999], [ Generator :: loss: 0.141574] random_index: 13760 (32, 10) 13792 epoch: 46873, [Discriminator :: d_loss: 0.727013], [ Generator :: loss: 0.140379] random_index: 545 (32, 10) 577 epoch: 46874, [Discriminator :: d_loss: 0.730250], [ Generator :: loss: 0.140807] random_index: 8252 (32, 10) 8284 epoch: 46875, [Discriminator :: d_loss: 0.721580], [ Generator :: loss: 0.136445] random_index: 17085 (32, 10) 17117 epoch: 46876, [Discriminator :: d_loss: 0.726322], [ Generator :: loss: 0.129955] random_index: 10984 (32, 10) 11016 epoch: 46877, [Discriminator :: d_loss: 0.720390], [ Generator :: loss: 0.131219] random_index: 20571 (32, 10) 20603 epoch: 46878, [Discriminator :: d_loss: 0.731786], [ Generator :: loss: 0.136813] random_index: 41832 (32, 10) 41864 epoch: 46879, [Discriminator :: d_loss: 0.721447], [ Generator :: loss: 0.137217] random_index: 38131 (32, 10) 38163 epoch: 46880, [Discriminator :: d_loss: 0.737195], [ Generator :: loss: 0.144600] random_index: 37549 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Generator :: loss: 0.142749] random_index: 41647 (32, 10) 41679 epoch: 46890, [Discriminator :: d_loss: 0.736248], [ Generator :: loss: 0.152815] random_index: 21715 (32, 10) 21747 epoch: 46891, [Discriminator :: d_loss: 0.725273], [ Generator :: loss: 0.153472] random_index: 9725 (32, 10) 9757 epoch: 46892, [Discriminator :: d_loss: 0.726400], [ Generator :: loss: 0.136894] random_index: 16682 (32, 10) 16714 epoch: 46893, [Discriminator :: d_loss: 0.737243], [ Generator :: loss: 0.127613] random_index: 21520 (32, 10) 21552 epoch: 46894, [Discriminator :: d_loss: 0.731063], [ Generator :: loss: 0.128408] random_index: 37083 (32, 10) 37115 epoch: 46895, [Discriminator :: d_loss: 0.734737], [ Generator :: loss: 0.131379] random_index: 32252 (32, 10) 32284 epoch: 46896, [Discriminator :: d_loss: 0.739102], [ Generator :: loss: 0.142042] random_index: 25336 (32, 10) 25368 epoch: 46897, [Discriminator :: d_loss: 0.734529], [ Generator :: loss: 0.153380] random_index: 4049 (32, 10) 4081 epoch: 46898, [Discriminator :: d_loss: 0.732277], [ Generator :: loss: 0.157839] random_index: 32229 (32, 10) 32261 epoch: 46899, [Discriminator :: d_loss: 0.736223], [ Generator :: loss: 0.162678] random_index: 37366 (32, 10) 37398 epoch: 46900, [Discriminator :: d_loss: 0.737528], [ Generator :: loss: 0.147454] random_index: 32519 (32, 10) 32551 epoch: 46901, [Discriminator :: d_loss: 0.732087], [ Generator :: loss: 0.150813] random_index: 40994 (32, 10) 41026 epoch: 46902, [Discriminator :: d_loss: 0.736154], [ Generator :: loss: 0.136027] random_index: 33603 (32, 10) 33635 epoch: 46903, [Discriminator :: d_loss: 0.724668], [ Generator :: loss: 0.128796] random_index: 19768 (32, 10) 19800 epoch: 46904, [Discriminator :: d_loss: 0.730431], [ Generator :: loss: 0.131278] random_index: 8726 (32, 10) 8758 epoch: 46905, [Discriminator :: d_loss: 0.726323], [ Generator :: loss: 0.131962] random_index: 2681 (32, 10) 2713 epoch: 46906, [Discriminator :: d_loss: 0.727966], [ Generator :: loss: 0.138092] random_index: 39219 (32, 10) 39251 epoch: 46907, [Discriminator :: d_loss: 0.734406], [ Generator :: loss: 0.142908] random_index: 6642 (32, 10) 6674 epoch: 46908, [Discriminator :: d_loss: 0.732471], [ Generator :: loss: 0.146876] random_index: 25038 (32, 10) 25070 epoch: 46909, [Discriminator :: d_loss: 0.734528], [ Generator :: loss: 0.149074] random_index: 15976 (32, 10) 16008 epoch: 46910, [Discriminator :: d_loss: 0.731001], [ Generator :: loss: 0.149135] random_index: 675 (32, 10) 707 epoch: 46911, [Discriminator :: d_loss: 0.726485], [ Generator :: loss: 0.138205] random_index: 12454 (32, 10) 12486 epoch: 46912, [Discriminator :: d_loss: 0.738733], [ Generator :: loss: 0.135403] random_index: 26681 (32, 10) 26713 epoch: 46913, [Discriminator :: d_loss: 0.731739], [ Generator :: loss: 0.127413] random_index: 4973 (32, 10) 5005 epoch: 46914, [Discriminator :: d_loss: 0.729312], [ Generator :: loss: 0.133105] random_index: 26041 (32, 10) 26073 epoch: 46915, [Discriminator :: d_loss: 0.746807], [ Generator :: loss: 0.134916] random_index: 11240 (32, 10) 11272 epoch: 46916, [Discriminator :: d_loss: 0.724119], [ Generator :: loss: 0.142514] random_index: 16988 (32, 10) 17020 epoch: 46917, [Discriminator :: d_loss: 0.734541], [ Generator :: loss: 0.146673] random_index: 10383 (32, 10) 10415 epoch: 46918, [Discriminator :: d_loss: 0.730143], [ Generator :: loss: 0.149111] random_index: 25454 (32, 10) 25486 epoch: 46919, [Discriminator :: d_loss: 0.730722], [ Generator :: loss: 0.149731] random_index: 39782 (32, 10) 39814 epoch: 46920, [Discriminator :: d_loss: 0.733400], [ Generator :: loss: 0.146799] random_index: 40390 (32, 10) 40422 epoch: 46921, [Discriminator :: d_loss: 0.738509], [ Generator :: loss: 0.137439] random_index: 33580 (32, 10) 33612 epoch: 46922, [Discriminator :: d_loss: 0.729120], [ Generator :: loss: 0.132669] random_index: 8358 (32, 10) 8390 epoch: 46923, [Discriminator :: d_loss: 0.728253], [ Generator :: loss: 0.132180] random_index: 26567 (32, 10) 26599 epoch: 46924, [Discriminator :: d_loss: 0.726363], [ Generator :: loss: 0.129040] random_index: 28378 (32, 10) 28410 epoch: 46925, [Discriminator :: d_loss: 0.731940], [ Generator :: loss: 0.135767] random_index: 29945 (32, 10) 29977 epoch: 46926, [Discriminator :: d_loss: 0.719113], [ Generator :: loss: 0.135019] random_index: 15413 (32, 10) 15445 epoch: 46927, [Discriminator :: d_loss: 0.728687], [ Generator :: loss: 0.140405] random_index: 1234 (32, 10) 1266 epoch: 46928, [Discriminator :: d_loss: 0.724631], [ Generator :: loss: 0.141422] random_index: 3122 (32, 10) 3154 epoch: 46929, [Discriminator :: d_loss: 0.734797], [ Generator :: loss: 0.137432] random_index: 33496 (32, 10) 33528 epoch: 46930, [Discriminator :: d_loss: 0.738961], [ Generator :: loss: 0.142091] random_index: 7810 (32, 10) 7842 epoch: 46931, [Discriminator :: d_loss: 0.726145], [ Generator :: loss: 0.136646] random_index: 38105 (32, 10) 38137 epoch: 46932, 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0.719662], [ Generator :: loss: 0.140157] random_index: 10619 (32, 10) 10651 epoch: 47181, [Discriminator :: d_loss: 0.732831], [ Generator :: loss: 0.140657] random_index: 37725 (32, 10) 37757 epoch: 47182, [Discriminator :: d_loss: 0.730605], [ Generator :: loss: 0.141207] random_index: 3297 (32, 10) 3329 epoch: 47183, [Discriminator :: d_loss: 0.727548], [ Generator :: loss: 0.153256] random_index: 41202 (32, 10) 41234 epoch: 47184, [Discriminator :: d_loss: 0.725590], [ Generator :: loss: 0.153429] random_index: 2622 (32, 10) 2654 epoch: 47185, [Discriminator :: d_loss: 0.732160], [ Generator :: loss: 0.144518] random_index: 16366 (32, 10) 16398 epoch: 47186, [Discriminator :: d_loss: 0.724422], [ Generator :: loss: 0.145169] random_index: 23166 (32, 10) 23198 epoch: 47187, [Discriminator :: d_loss: 0.726880], [ Generator :: loss: 0.146465] random_index: 31973 (32, 10) 32005 epoch: 47188, [Discriminator :: d_loss: 0.743617], [ Generator :: loss: 0.139212] random_index: 19789 (32, 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0.145650] random_index: 13333 (32, 10) 13365 epoch: 47215, [Discriminator :: d_loss: 0.731210], [ Generator :: loss: 0.143432] random_index: 719 (32, 10) 751 epoch: 47216, [Discriminator :: d_loss: 0.736467], [ Generator :: loss: 0.164643] random_index: 10215 (32, 10) 10247 epoch: 47217, [Discriminator :: d_loss: 0.730473], [ Generator :: loss: 0.156373] random_index: 29766 (32, 10) 29798 epoch: 47218, [Discriminator :: d_loss: 0.734061], [ Generator :: loss: 0.149810] random_index: 8124 (32, 10) 8156 epoch: 47219, [Discriminator :: d_loss: 0.733453], [ Generator :: loss: 0.142586] random_index: 24825 (32, 10) 24857 epoch: 47220, [Discriminator :: d_loss: 0.722456], [ Generator :: loss: 0.132802] random_index: 3937 (32, 10) 3969 epoch: 47221, [Discriminator :: d_loss: 0.732782], [ Generator :: loss: 0.133350] random_index: 31245 (32, 10) 31277 epoch: 47222, [Discriminator :: d_loss: 0.719786], [ Generator :: loss: 0.132409] random_index: 24260 (32, 10) 24292 epoch: 47223, 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epoch: 47266, [Discriminator :: d_loss: 0.727975], [ Generator :: loss: 0.135897] random_index: 6547 (32, 10) 6579 epoch: 47267, [Discriminator :: d_loss: 0.734309], [ Generator :: loss: 0.137807] random_index: 372 (32, 10) 404 epoch: 47268, [Discriminator :: d_loss: 0.733597], [ Generator :: loss: 0.134106] random_index: 26704 (32, 10) 26736 epoch: 47269, [Discriminator :: d_loss: 0.732668], [ Generator :: loss: 0.142686] random_index: 9783 (32, 10) 9815 epoch: 47270, [Discriminator :: d_loss: 0.737521], [ Generator :: loss: 0.149094] random_index: 25393 (32, 10) 25425 epoch: 47271, [Discriminator :: d_loss: 0.732846], [ Generator :: loss: 0.148713] random_index: 19493 (32, 10) 19525 epoch: 47272, [Discriminator :: d_loss: 0.727721], [ Generator :: loss: 0.144233] random_index: 15213 (32, 10) 15245 epoch: 47273, [Discriminator :: d_loss: 0.728849], [ Generator :: loss: 0.131800] random_index: 14526 (32, 10) 14558 epoch: 47274, [Discriminator :: d_loss: 0.738145], [ Generator :: loss: 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epoch: 47574, [Discriminator :: d_loss: 0.730506], [ Generator :: loss: 0.127567] random_index: 41201 (32, 10) 41233 epoch: 47575, [Discriminator :: d_loss: 0.723841], [ Generator :: loss: 0.132510] random_index: 36519 (32, 10) 36551 epoch: 47576, [Discriminator :: d_loss: 0.727845], [ Generator :: loss: 0.135876] random_index: 18111 (32, 10) 18143 epoch: 47577, [Discriminator :: d_loss: 0.722091], [ Generator :: loss: 0.138028] random_index: 40227 (32, 10) 40259 epoch: 47578, [Discriminator :: d_loss: 0.728896], [ Generator :: loss: 0.137435] random_index: 36535 (32, 10) 36567 epoch: 47579, [Discriminator :: d_loss: 0.731330], [ Generator :: loss: 0.135778] random_index: 6646 (32, 10) 6678 epoch: 47580, [Discriminator :: d_loss: 0.726586], [ Generator :: loss: 0.139503] random_index: 29448 (32, 10) 29480 epoch: 47581, [Discriminator :: d_loss: 0.732367], [ Generator :: loss: 0.137603] random_index: 22321 (32, 10) 22353 epoch: 47582, [Discriminator :: d_loss: 0.738537], [ Generator :: 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[Discriminator :: d_loss: 0.731314], [ Generator :: loss: 0.147172] random_index: 2328 (32, 10) 2360 epoch: 47592, [Discriminator :: d_loss: 0.730042], [ Generator :: loss: 0.151360] random_index: 10273 (32, 10) 10305 epoch: 47593, [Discriminator :: d_loss: 0.740978], [ Generator :: loss: 0.151485] random_index: 30503 (32, 10) 30535 epoch: 47594, [Discriminator :: d_loss: 0.743699], [ Generator :: loss: 0.152770] random_index: 32391 (32, 10) 32423 epoch: 47595, [Discriminator :: d_loss: 0.731340], [ Generator :: loss: 0.142245] random_index: 29055 (32, 10) 29087 epoch: 47596, [Discriminator :: d_loss: 0.729775], [ Generator :: loss: 0.127251] random_index: 9907 (32, 10) 9939 epoch: 47597, [Discriminator :: d_loss: 0.731134], [ Generator :: loss: 0.124815] random_index: 4050 (32, 10) 4082 epoch: 47598, [Discriminator :: d_loss: 0.736475], [ Generator :: loss: 0.129766] random_index: 17725 (32, 10) 17757 epoch: 47599, [Discriminator :: d_loss: 0.734555], [ Generator :: loss: 0.133250] 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d_loss: 0.730092], [ Generator :: loss: 0.132194] random_index: 38588 (32, 10) 38620 epoch: 47609, [Discriminator :: d_loss: 0.723744], [ Generator :: loss: 0.139812] random_index: 30353 (32, 10) 30385 epoch: 47610, [Discriminator :: d_loss: 0.732524], [ Generator :: loss: 0.149209] random_index: 16074 (32, 10) 16106 epoch: 47611, [Discriminator :: d_loss: 0.731298], [ Generator :: loss: 0.147413] random_index: 1344 (32, 10) 1376 epoch: 47612, [Discriminator :: d_loss: 0.729511], [ Generator :: loss: 0.150542] random_index: 13092 (32, 10) 13124 epoch: 47613, [Discriminator :: d_loss: 0.737517], [ Generator :: loss: 0.140617] random_index: 3334 (32, 10) 3366 epoch: 47614, [Discriminator :: d_loss: 0.729892], [ Generator :: loss: 0.132197] random_index: 31324 (32, 10) 31356 epoch: 47615, [Discriminator :: d_loss: 0.728727], [ Generator :: loss: 0.133237] random_index: 40335 (32, 10) 40367 epoch: 47616, [Discriminator :: d_loss: 0.732545], [ Generator :: loss: 0.126597] random_index: 3060 (32, 10) 3092 epoch: 47617, [Discriminator :: d_loss: 0.725677], [ Generator :: loss: 0.134993] random_index: 13740 (32, 10) 13772 epoch: 47618, [Discriminator :: d_loss: 0.728702], [ Generator :: loss: 0.136731] random_index: 18881 (32, 10) 18913 epoch: 47619, [Discriminator :: d_loss: 0.723989], [ Generator :: loss: 0.146217] random_index: 27513 (32, 10) 27545 epoch: 47620, [Discriminator :: d_loss: 0.724231], [ Generator :: loss: 0.147061] random_index: 11573 (32, 10) 11605 epoch: 47621, [Discriminator :: d_loss: 0.730546], [ Generator :: loss: 0.141732] random_index: 9729 (32, 10) 9761 epoch: 47622, [Discriminator :: d_loss: 0.734760], [ Generator :: loss: 0.137118] random_index: 35521 (32, 10) 35553 epoch: 47623, [Discriminator :: d_loss: 0.724495], [ Generator :: loss: 0.132322] random_index: 845 (32, 10) 877 epoch: 47624, [Discriminator :: d_loss: 0.729424], [ Generator :: loss: 0.128244] random_index: 33253 (32, 10) 33285 epoch: 47625, [Discriminator :: d_loss: 0.731664], [ 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epoch: 47634, [Discriminator :: d_loss: 0.731215], [ Generator :: loss: 0.141663] random_index: 36969 (32, 10) 37001 epoch: 47635, [Discriminator :: d_loss: 0.736561], [ Generator :: loss: 0.148669] random_index: 38249 (32, 10) 38281 epoch: 47636, [Discriminator :: d_loss: 0.727130], [ Generator :: loss: 0.150455] random_index: 18333 (32, 10) 18365 epoch: 47637, [Discriminator :: d_loss: 0.727659], [ Generator :: loss: 0.148432] random_index: 30316 (32, 10) 30348 epoch: 47638, [Discriminator :: d_loss: 0.729407], [ Generator :: loss: 0.148086] random_index: 10769 (32, 10) 10801 epoch: 47639, [Discriminator :: d_loss: 0.730293], [ Generator :: loss: 0.141536] random_index: 10425 (32, 10) 10457 epoch: 47640, [Discriminator :: d_loss: 0.724772], [ Generator :: loss: 0.131351] random_index: 7408 (32, 10) 7440 epoch: 47641, [Discriminator :: d_loss: 0.730776], [ Generator :: loss: 0.134797] random_index: 41444 (32, 10) 41476 epoch: 47642, [Discriminator :: d_loss: 0.735234], [ Generator :: loss: 0.132509] random_index: 31368 (32, 10) 31400 epoch: 47643, [Discriminator :: d_loss: 0.723265], [ Generator :: loss: 0.133173] random_index: 39015 (32, 10) 39047 epoch: 47644, [Discriminator :: d_loss: 0.733620], [ Generator :: loss: 0.136728] random_index: 39910 (32, 10) 39942 epoch: 47645, [Discriminator :: d_loss: 0.731253], [ Generator :: loss: 0.143901] random_index: 6786 (32, 10) 6818 epoch: 47646, [Discriminator :: d_loss: 0.730520], [ Generator :: loss: 0.137553] random_index: 8576 (32, 10) 8608 epoch: 47647, [Discriminator :: d_loss: 0.725652], [ Generator :: loss: 0.132570] random_index: 24055 (32, 10) 24087 epoch: 47648, [Discriminator :: d_loss: 0.726762], [ Generator :: loss: 0.135456] random_index: 2087 (32, 10) 2119 epoch: 47649, [Discriminator :: d_loss: 0.724665], [ Generator :: loss: 0.135569] random_index: 24478 (32, 10) 24510 epoch: 47650, [Discriminator :: d_loss: 0.729571], [ Generator :: loss: 0.137276] random_index: 2567 (32, 10) 2599 epoch: 47651, 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random_index: 30449 (32, 10) 30481 epoch: 47660, [Discriminator :: d_loss: 0.730038], [ Generator :: loss: 0.133158] random_index: 40485 (32, 10) 40517 epoch: 47661, [Discriminator :: d_loss: 0.737519], [ Generator :: loss: 0.134590] random_index: 38372 (32, 10) 38404 epoch: 47662, [Discriminator :: d_loss: 0.735626], [ Generator :: loss: 0.146195] random_index: 4177 (32, 10) 4209 epoch: 47663, [Discriminator :: d_loss: 0.738506], [ Generator :: loss: 0.154731] random_index: 25303 (32, 10) 25335 epoch: 47664, [Discriminator :: d_loss: 0.729017], [ Generator :: loss: 0.157276] random_index: 31788 (32, 10) 31820 epoch: 47665, [Discriminator :: d_loss: 0.732333], [ Generator :: loss: 0.153588] random_index: 33462 (32, 10) 33494 epoch: 47666, [Discriminator :: d_loss: 0.736317], [ Generator :: loss: 0.148777] random_index: 5689 (32, 10) 5721 epoch: 47667, [Discriminator :: d_loss: 0.727175], [ Generator :: loss: 0.129902] random_index: 7544 (32, 10) 7576 epoch: 47668, [Discriminator :: d_loss: 0.744115], [ Generator :: loss: 0.123679] random_index: 12870 (32, 10) 12902 epoch: 47669, [Discriminator :: d_loss: 0.727482], [ Generator :: loss: 0.123380] random_index: 8451 (32, 10) 8483 epoch: 47670, [Discriminator :: d_loss: 0.742372], [ Generator :: loss: 0.130768] random_index: 9051 (32, 10) 9083 epoch: 47671, [Discriminator :: d_loss: 0.735318], [ Generator :: loss: 0.144654] random_index: 38977 (32, 10) 39009 epoch: 47672, [Discriminator :: d_loss: 0.734057], [ Generator :: loss: 0.154721] random_index: 32979 (32, 10) 33011 epoch: 47673, [Discriminator :: d_loss: 0.731292], [ Generator :: loss: 0.157647] random_index: 6238 (32, 10) 6270 epoch: 47674, [Discriminator :: d_loss: 0.729165], [ Generator :: loss: 0.152738] random_index: 25238 (32, 10) 25270 epoch: 47675, [Discriminator :: d_loss: 0.732249], [ Generator :: loss: 0.162223] random_index: 16190 (32, 10) 16222 epoch: 47676, [Discriminator :: d_loss: 0.732735], [ Generator :: loss: 0.132167] random_index: 35900 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epoch: 47694, [Discriminator :: d_loss: 0.731815], [ Generator :: loss: 0.136129] random_index: 29073 (32, 10) 29105 epoch: 47695, [Discriminator :: d_loss: 0.729884], [ Generator :: loss: 0.134171] random_index: 17160 (32, 10) 17192 epoch: 47696, [Discriminator :: d_loss: 0.731861], [ Generator :: loss: 0.129994] random_index: 20448 (32, 10) 20480 epoch: 47697, [Discriminator :: d_loss: 0.728667], [ Generator :: loss: 0.138188] random_index: 12139 (32, 10) 12171 epoch: 47698, [Discriminator :: d_loss: 0.734546], [ Generator :: loss: 0.134828] random_index: 31041 (32, 10) 31073 epoch: 47699, [Discriminator :: d_loss: 0.729036], [ Generator :: loss: 0.139217] random_index: 15338 (32, 10) 15370 epoch: 47700, [Discriminator :: d_loss: 0.734604], [ Generator :: loss: 0.139301] random_index: 41579 (32, 10) 41611 epoch: 47701, [Discriminator :: d_loss: 0.738626], [ Generator :: loss: 0.140682] random_index: 38797 (32, 10) 38829 epoch: 47702, [Discriminator :: d_loss: 0.733242], [ Generator :: loss: 0.139531] random_index: 16769 (32, 10) 16801 epoch: 47703, [Discriminator :: d_loss: 0.723812], [ Generator :: loss: 0.141540] random_index: 26149 (32, 10) 26181 epoch: 47704, [Discriminator :: d_loss: 0.725276], [ Generator :: loss: 0.132306] random_index: 8324 (32, 10) 8356 epoch: 47705, [Discriminator :: d_loss: 0.727609], [ Generator :: loss: 0.127315] random_index: 40575 (32, 10) 40607 epoch: 47706, [Discriminator :: d_loss: 0.728350], [ Generator :: loss: 0.139203] random_index: 35142 (32, 10) 35174 epoch: 47707, [Discriminator :: d_loss: 0.729177], [ Generator :: loss: 0.135595] random_index: 1785 (32, 10) 1817 epoch: 47708, [Discriminator :: d_loss: 0.725728], [ Generator :: loss: 0.143444] random_index: 19182 (32, 10) 19214 epoch: 47709, [Discriminator :: d_loss: 0.733560], [ Generator :: loss: 0.141734] random_index: 1225 (32, 10) 1257 epoch: 47710, [Discriminator :: d_loss: 0.736889], [ Generator :: loss: 0.147293] random_index: 25482 (32, 10) 25514 epoch: 47711, 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Generator :: loss: 0.133200] random_index: 28380 (32, 10) 28412 epoch: 47823, [Discriminator :: d_loss: 0.723177], [ Generator :: loss: 0.130342] random_index: 3877 (32, 10) 3909 epoch: 47824, [Discriminator :: d_loss: 0.736984], [ Generator :: loss: 0.134355] random_index: 12349 (32, 10) 12381 epoch: 47825, [Discriminator :: d_loss: 0.731911], [ Generator :: loss: 0.142556] random_index: 13279 (32, 10) 13311 epoch: 47826, [Discriminator :: d_loss: 0.730605], [ Generator :: loss: 0.146676] random_index: 507 (32, 10) 539 epoch: 47827, [Discriminator :: d_loss: 0.728185], [ Generator :: loss: 0.142426] random_index: 33942 (32, 10) 33974 epoch: 47828, [Discriminator :: d_loss: 0.721609], [ Generator :: loss: 0.140945] random_index: 18068 (32, 10) 18100 epoch: 47829, [Discriminator :: d_loss: 0.728049], [ Generator :: loss: 0.134110] random_index: 23411 (32, 10) 23443 epoch: 47830, [Discriminator :: d_loss: 0.736126], [ Generator :: loss: 0.136571] random_index: 286 (32, 10) 318 epoch: 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[Discriminator :: d_loss: 0.738626], [ Generator :: loss: 0.158370] random_index: 26118 (32, 10) 26150 epoch: 47909, [Discriminator :: d_loss: 0.738201], [ Generator :: loss: 0.156561] random_index: 8727 (32, 10) 8759 epoch: 47910, [Discriminator :: d_loss: 0.738299], [ Generator :: loss: 0.149510] random_index: 29694 (32, 10) 29726 epoch: 47911, [Discriminator :: d_loss: 0.734007], [ Generator :: loss: 0.140997] random_index: 22128 (32, 10) 22160 epoch: 47912, [Discriminator :: d_loss: 0.728255], [ Generator :: loss: 0.134657] random_index: 41268 (32, 10) 41300 epoch: 47913, [Discriminator :: d_loss: 0.734833], [ Generator :: loss: 0.124489] random_index: 15719 (32, 10) 15751 epoch: 47914, [Discriminator :: d_loss: 0.735097], [ Generator :: loss: 0.137303] random_index: 4066 (32, 10) 4098 epoch: 47915, [Discriminator :: d_loss: 0.730965], [ Generator :: loss: 0.139256] random_index: 23960 (32, 10) 23992 epoch: 47916, [Discriminator :: d_loss: 0.732400], [ Generator :: loss: 0.135425] 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epoch: 48182, [Discriminator :: d_loss: 0.734218], [ Generator :: loss: 0.148434] random_index: 29855 (32, 10) 29887 epoch: 48183, [Discriminator :: d_loss: 0.729391], [ Generator :: loss: 0.146429] random_index: 9182 (32, 10) 9214 epoch: 48184, [Discriminator :: d_loss: 0.730550], [ Generator :: loss: 0.151063] random_index: 23839 (32, 10) 23871 epoch: 48185, [Discriminator :: d_loss: 0.725527], [ Generator :: loss: 0.131940] random_index: 10376 (32, 10) 10408 epoch: 48186, [Discriminator :: d_loss: 0.724933], [ Generator :: loss: 0.128742] random_index: 34058 (32, 10) 34090 epoch: 48187, [Discriminator :: d_loss: 0.731375], [ Generator :: loss: 0.124136] random_index: 25425 (32, 10) 25457 epoch: 48188, [Discriminator :: d_loss: 0.752194], [ Generator :: loss: 0.127869] random_index: 39042 (32, 10) 39074 epoch: 48189, [Discriminator :: d_loss: 0.733987], [ Generator :: loss: 0.149116] random_index: 34111 (32, 10) 34143 epoch: 48190, [Discriminator :: d_loss: 0.725178], [ Generator :: 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0.139124] random_index: 21792 (32, 10) 21824 epoch: 48208, [Discriminator :: d_loss: 0.728078], [ Generator :: loss: 0.137858] random_index: 13561 (32, 10) 13593 epoch: 48209, [Discriminator :: d_loss: 0.730944], [ Generator :: loss: 0.142667] random_index: 31028 (32, 10) 31060 epoch: 48210, [Discriminator :: d_loss: 0.736088], [ Generator :: loss: 0.141810] random_index: 38273 (32, 10) 38305 epoch: 48211, [Discriminator :: d_loss: 0.734014], [ Generator :: loss: 0.143221] random_index: 37226 (32, 10) 37258 epoch: 48212, [Discriminator :: d_loss: 0.731070], [ Generator :: loss: 0.140948] random_index: 4044 (32, 10) 4076 epoch: 48213, [Discriminator :: d_loss: 0.727575], [ Generator :: loss: 0.144169] random_index: 12952 (32, 10) 12984 epoch: 48214, [Discriminator :: d_loss: 0.727757], [ Generator :: loss: 0.134331] random_index: 9376 (32, 10) 9408 epoch: 48215, [Discriminator :: d_loss: 0.737341], [ Generator :: loss: 0.128232] random_index: 41350 (32, 10) 41382 epoch: 48216, [Discriminator :: d_loss: 0.727307], [ Generator :: loss: 0.129888] random_index: 15697 (32, 10) 15729 epoch: 48217, [Discriminator :: d_loss: 0.733423], [ Generator :: loss: 0.137284] random_index: 19204 (32, 10) 19236 epoch: 48218, [Discriminator :: d_loss: 0.729214], [ Generator :: loss: 0.146362] random_index: 34153 (32, 10) 34185 epoch: 48219, [Discriminator :: d_loss: 0.736151], [ Generator :: loss: 0.151382] random_index: 22431 (32, 10) 22463 epoch: 48220, [Discriminator :: d_loss: 0.731270], [ Generator :: loss: 0.155108] random_index: 26995 (32, 10) 27027 epoch: 48221, [Discriminator :: d_loss: 0.731540], [ Generator :: loss: 0.158027] random_index: 15731 (32, 10) 15763 epoch: 48222, [Discriminator :: d_loss: 0.732731], [ Generator :: loss: 0.143175] random_index: 34338 (32, 10) 34370 epoch: 48223, [Discriminator :: d_loss: 0.726175], [ Generator :: loss: 0.130181] random_index: 30713 (32, 10) 30745 epoch: 48224, [Discriminator :: d_loss: 0.723303], [ Generator :: loss: 0.125268] random_index: 15487 (32, 10) 15519 epoch: 48225, [Discriminator :: d_loss: 0.734066], [ Generator :: loss: 0.129827] random_index: 15095 (32, 10) 15127 epoch: 48226, [Discriminator :: d_loss: 0.757265], [ Generator :: loss: 0.147840] random_index: 17462 (32, 10) 17494 epoch: 48227, [Discriminator :: d_loss: 0.740312], [ Generator :: loss: 0.155115] random_index: 30844 (32, 10) 30876 epoch: 48228, [Discriminator :: d_loss: 0.723048], [ Generator :: loss: 0.158578] random_index: 39427 (32, 10) 39459 epoch: 48229, [Discriminator :: d_loss: 0.733590], [ Generator :: loss: 0.156367] random_index: 1330 (32, 10) 1362 epoch: 48230, [Discriminator :: d_loss: 0.733829], [ Generator :: loss: 0.142596] random_index: 4245 (32, 10) 4277 epoch: 48231, [Discriminator :: d_loss: 0.724625], [ Generator :: loss: 0.131190] random_index: 24179 (32, 10) 24211 epoch: 48232, [Discriminator :: d_loss: 0.736212], [ Generator :: loss: 0.137211] random_index: 23509 (32, 10) 23541 epoch: 48233, [Discriminator :: d_loss: 0.736820], [ Generator :: loss: 0.137480] random_index: 38413 (32, 10) 38445 epoch: 48234, [Discriminator :: d_loss: 0.723955], [ Generator :: loss: 0.134172] random_index: 4240 (32, 10) 4272 epoch: 48235, [Discriminator :: d_loss: 0.724835], [ Generator :: loss: 0.137821] random_index: 35529 (32, 10) 35561 epoch: 48236, [Discriminator :: d_loss: 0.725455], [ Generator :: loss: 0.137909] random_index: 26849 (32, 10) 26881 epoch: 48237, [Discriminator :: d_loss: 0.726840], [ Generator :: loss: 0.143813] random_index: 1573 (32, 10) 1605 epoch: 48238, [Discriminator :: d_loss: 0.737275], [ Generator :: loss: 0.149096] random_index: 10455 (32, 10) 10487 epoch: 48239, [Discriminator :: d_loss: 0.730881], [ Generator :: loss: 0.147956] random_index: 21768 (32, 10) 21800 epoch: 48240, [Discriminator :: d_loss: 0.730353], [ Generator :: loss: 0.144169] random_index: 11512 (32, 10) 11544 epoch: 48241, [Discriminator :: d_loss: 0.730938], [ Generator :: loss: 0.135408] 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epoch: 48293, [Discriminator :: d_loss: 0.732660], [ Generator :: loss: 0.135879] random_index: 26990 (32, 10) 27022 epoch: 48294, [Discriminator :: d_loss: 0.722589], [ Generator :: loss: 0.140871] random_index: 14528 (32, 10) 14560 epoch: 48295, [Discriminator :: d_loss: 0.735585], [ Generator :: loss: 0.134832] random_index: 13654 (32, 10) 13686 epoch: 48296, [Discriminator :: d_loss: 0.734388], [ Generator :: loss: 0.139572] random_index: 2238 (32, 10) 2270 epoch: 48297, [Discriminator :: d_loss: 0.724241], [ Generator :: loss: 0.135368] random_index: 33147 (32, 10) 33179 epoch: 48298, [Discriminator :: d_loss: 0.731533], [ Generator :: loss: 0.136960] random_index: 5834 (32, 10) 5866 epoch: 48299, [Discriminator :: d_loss: 0.731584], [ Generator :: loss: 0.132609] random_index: 12559 (32, 10) 12591 epoch: 48300, [Discriminator :: d_loss: 0.729724], [ Generator :: loss: 0.135911] random_index: 37743 (32, 10) 37775 epoch: 48301, [Discriminator :: d_loss: 0.730926], [ Generator :: loss: 0.138031] random_index: 2489 (32, 10) 2521 epoch: 48302, [Discriminator :: d_loss: 0.729002], [ Generator :: loss: 0.138099] random_index: 4902 (32, 10) 4934 epoch: 48303, [Discriminator :: d_loss: 0.722419], [ Generator :: loss: 0.135086] random_index: 24642 (32, 10) 24674 epoch: 48304, [Discriminator :: d_loss: 0.727794], [ Generator :: loss: 0.135295] random_index: 40531 (32, 10) 40563 epoch: 48305, [Discriminator :: d_loss: 0.721012], [ Generator :: loss: 0.131159] random_index: 15111 (32, 10) 15143 epoch: 48306, [Discriminator :: d_loss: 0.733804], [ Generator :: loss: 0.127744] random_index: 5891 (32, 10) 5923 epoch: 48307, [Discriminator :: d_loss: 0.724914], [ Generator :: loss: 0.132950] random_index: 26602 (32, 10) 26634 epoch: 48308, [Discriminator :: d_loss: 0.728556], [ Generator :: loss: 0.136888] random_index: 24146 (32, 10) 24178 epoch: 48309, [Discriminator :: d_loss: 0.738789], [ Generator :: loss: 0.142019] random_index: 22481 (32, 10) 22513 epoch: 48310, [Discriminator :: d_loss: 0.727557], [ Generator :: loss: 0.154909] random_index: 8124 (32, 10) 8156 epoch: 48311, [Discriminator :: d_loss: 0.731700], [ Generator :: loss: 0.150506] random_index: 18251 (32, 10) 18283 epoch: 48312, [Discriminator :: d_loss: 0.729704], [ Generator :: loss: 0.144569] random_index: 5273 (32, 10) 5305 epoch: 48313, [Discriminator :: d_loss: 0.727836], [ Generator :: loss: 0.138821] random_index: 16294 (32, 10) 16326 epoch: 48314, [Discriminator :: d_loss: 0.738593], [ Generator :: loss: 0.129495] random_index: 34564 (32, 10) 34596 epoch: 48315, [Discriminator :: d_loss: 0.736861], [ Generator :: loss: 0.133830] random_index: 27461 (32, 10) 27493 epoch: 48316, [Discriminator :: d_loss: 0.728953], [ Generator :: loss: 0.130802] random_index: 39452 (32, 10) 39484 epoch: 48317, [Discriminator :: d_loss: 0.725641], [ Generator :: loss: 0.138472] random_index: 29501 (32, 10) 29533 epoch: 48318, [Discriminator :: d_loss: 0.735963], [ Generator :: loss: 0.145007] random_index: 39526 (32, 10) 39558 epoch: 48319, [Discriminator :: d_loss: 0.738795], [ Generator :: loss: 0.160141] random_index: 40625 (32, 10) 40657 epoch: 48320, [Discriminator :: d_loss: 0.734258], [ Generator :: loss: 0.164419] random_index: 14859 (32, 10) 14891 epoch: 48321, [Discriminator :: d_loss: 0.738607], [ Generator :: loss: 0.152457] random_index: 25907 (32, 10) 25939 epoch: 48322, [Discriminator :: d_loss: 0.728511], [ Generator :: loss: 0.149950] random_index: 28353 (32, 10) 28385 epoch: 48323, [Discriminator :: d_loss: 0.730115], [ Generator :: loss: 0.133959] random_index: 3700 (32, 10) 3732 epoch: 48324, [Discriminator :: d_loss: 0.735872], [ Generator :: loss: 0.137910] random_index: 39147 (32, 10) 39179 epoch: 48325, [Discriminator :: d_loss: 0.735770], [ Generator :: loss: 0.126744] random_index: 39732 (32, 10) 39764 epoch: 48326, [Discriminator :: d_loss: 0.740292], [ Generator :: loss: 0.124719] random_index: 22901 (32, 10) 22933 epoch: 48327, [Discriminator :: d_loss: 0.733670], [ Generator :: loss: 0.139454] random_index: 21518 (32, 10) 21550 epoch: 48328, [Discriminator :: d_loss: 0.732359], [ Generator :: loss: 0.148819] random_index: 34540 (32, 10) 34572 epoch: 48329, [Discriminator :: d_loss: 0.737516], [ Generator :: loss: 0.153801] random_index: 17509 (32, 10) 17541 epoch: 48330, [Discriminator :: d_loss: 0.729563], [ Generator :: loss: 0.158137] random_index: 10387 (32, 10) 10419 epoch: 48331, [Discriminator :: d_loss: 0.735709], [ Generator :: loss: 0.141310] random_index: 9282 (32, 10) 9314 epoch: 48332, [Discriminator :: d_loss: 0.734818], [ Generator :: loss: 0.141180] random_index: 30359 (32, 10) 30391 epoch: 48333, [Discriminator :: d_loss: 0.731658], [ Generator :: loss: 0.130021] random_index: 4284 (32, 10) 4316 epoch: 48334, [Discriminator :: d_loss: 0.732057], [ Generator :: loss: 0.127123] random_index: 37230 (32, 10) 37262 epoch: 48335, [Discriminator :: d_loss: 0.730196], [ Generator :: loss: 0.135170] random_index: 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d_loss: 0.732104], [ Generator :: loss: 0.134206] random_index: 85 (32, 10) 117 epoch: 48422, [Discriminator :: d_loss: 0.728809], [ Generator :: loss: 0.135985] random_index: 17479 (32, 10) 17511 epoch: 48423, [Discriminator :: d_loss: 0.729011], [ Generator :: loss: 0.140979] random_index: 22423 (32, 10) 22455 epoch: 48424, [Discriminator :: d_loss: 0.727827], [ Generator :: loss: 0.140155] random_index: 39835 (32, 10) 39867 epoch: 48425, [Discriminator :: d_loss: 0.732375], [ Generator :: loss: 0.137263] random_index: 3733 (32, 10) 3765 epoch: 48426, [Discriminator :: d_loss: 0.727470], [ Generator :: loss: 0.135177] random_index: 2566 (32, 10) 2598 epoch: 48427, [Discriminator :: d_loss: 0.741661], [ Generator :: loss: 0.134945] random_index: 34423 (32, 10) 34455 epoch: 48428, [Discriminator :: d_loss: 0.731401], [ Generator :: loss: 0.137070] random_index: 38661 (32, 10) 38693 epoch: 48429, [Discriminator :: d_loss: 0.733157], [ Generator :: loss: 0.140870] random_index: 38351 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epoch: 48447, [Discriminator :: d_loss: 0.733449], [ Generator :: loss: 0.129968] random_index: 4791 (32, 10) 4823 epoch: 48448, [Discriminator :: d_loss: 0.727706], [ Generator :: loss: 0.123873] random_index: 1511 (32, 10) 1543 epoch: 48449, [Discriminator :: d_loss: 0.741884], [ Generator :: loss: 0.125370] random_index: 11085 (32, 10) 11117 epoch: 48450, [Discriminator :: d_loss: 0.730590], [ Generator :: loss: 0.133089] random_index: 17838 (32, 10) 17870 epoch: 48451, [Discriminator :: d_loss: 0.732141], [ Generator :: loss: 0.141778] random_index: 8147 (32, 10) 8179 epoch: 48452, [Discriminator :: d_loss: 0.731099], [ Generator :: loss: 0.147572] random_index: 26101 (32, 10) 26133 epoch: 48453, [Discriminator :: d_loss: 0.726957], [ Generator :: loss: 0.149010] random_index: 2559 (32, 10) 2591 epoch: 48454, [Discriminator :: d_loss: 0.727494], [ Generator :: loss: 0.150363] random_index: 7487 (32, 10) 7519 epoch: 48455, [Discriminator :: d_loss: 0.732173], [ Generator :: loss: 0.138368] random_index: 35747 (32, 10) 35779 epoch: 48456, [Discriminator :: d_loss: 0.727758], [ Generator :: loss: 0.131675] random_index: 28524 (32, 10) 28556 epoch: 48457, [Discriminator :: d_loss: 0.732189], [ Generator :: loss: 0.130834] random_index: 14480 (32, 10) 14512 epoch: 48458, [Discriminator :: d_loss: 0.734078], [ Generator :: loss: 0.121141] random_index: 22186 (32, 10) 22218 epoch: 48459, [Discriminator :: d_loss: 0.731562], [ Generator :: loss: 0.128876] random_index: 1030 (32, 10) 1062 epoch: 48460, [Discriminator :: d_loss: 0.734471], [ Generator :: loss: 0.133462] random_index: 21478 (32, 10) 21510 epoch: 48461, [Discriminator :: d_loss: 0.723422], [ Generator :: loss: 0.144291] random_index: 38051 (32, 10) 38083 epoch: 48462, [Discriminator :: d_loss: 0.734575], [ Generator :: loss: 0.151947] random_index: 28879 (32, 10) 28911 epoch: 48463, [Discriminator :: d_loss: 0.726062], [ Generator :: loss: 0.153670] random_index: 27576 (32, 10) 27608 epoch: 48464, 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random_index: 18091 (32, 10) 18123 epoch: 48473, [Discriminator :: d_loss: 0.732816], [ Generator :: loss: 0.144209] random_index: 31412 (32, 10) 31444 epoch: 48474, [Discriminator :: d_loss: 0.729041], [ Generator :: loss: 0.144773] random_index: 39003 (32, 10) 39035 epoch: 48475, [Discriminator :: d_loss: 0.729671], [ Generator :: loss: 0.138960] random_index: 24277 (32, 10) 24309 epoch: 48476, [Discriminator :: d_loss: 0.729562], [ Generator :: loss: 0.136111] random_index: 22353 (32, 10) 22385 epoch: 48477, [Discriminator :: d_loss: 0.732061], [ Generator :: loss: 0.141900] random_index: 38027 (32, 10) 38059 epoch: 48478, [Discriminator :: d_loss: 0.729189], [ Generator :: loss: 0.136067] random_index: 11801 (32, 10) 11833 epoch: 48479, [Discriminator :: d_loss: 0.725599], [ Generator :: loss: 0.144665] random_index: 34133 (32, 10) 34165 epoch: 48480, [Discriminator :: d_loss: 0.729455], [ Generator :: loss: 0.142013] random_index: 32226 (32, 10) 32258 epoch: 48481, [Discriminator :: d_loss: 0.727765], [ Generator :: loss: 0.143631] random_index: 36264 (32, 10) 36296 epoch: 48482, [Discriminator :: d_loss: 0.727572], [ Generator :: loss: 0.142704] random_index: 28779 (32, 10) 28811 epoch: 48483, [Discriminator :: d_loss: 0.728143], [ Generator :: loss: 0.139776] random_index: 15444 (32, 10) 15476 epoch: 48484, [Discriminator :: d_loss: 0.728683], [ Generator :: loss: 0.147477] random_index: 20749 (32, 10) 20781 epoch: 48485, [Discriminator :: d_loss: 0.730483], [ Generator :: loss: 0.140309] random_index: 4593 (32, 10) 4625 epoch: 48486, [Discriminator :: d_loss: 0.726727], [ Generator :: loss: 0.144141] random_index: 17197 (32, 10) 17229 epoch: 48487, [Discriminator :: d_loss: 0.727728], [ Generator :: loss: 0.147262] random_index: 40791 (32, 10) 40823 epoch: 48488, [Discriminator :: d_loss: 0.724743], [ Generator :: loss: 0.139401] random_index: 36841 (32, 10) 36873 epoch: 48489, [Discriminator :: d_loss: 0.729193], [ Generator :: loss: 0.135265] random_index: 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epoch: 48507, [Discriminator :: d_loss: 0.735249], [ Generator :: loss: 0.153236] random_index: 39291 (32, 10) 39323 epoch: 48508, [Discriminator :: d_loss: 0.731846], [ Generator :: loss: 0.142463] random_index: 16303 (32, 10) 16335 epoch: 48509, [Discriminator :: d_loss: 0.735622], [ Generator :: loss: 0.125263] random_index: 23414 (32, 10) 23446 epoch: 48510, [Discriminator :: d_loss: 0.728833], [ Generator :: loss: 0.134157] random_index: 34299 (32, 10) 34331 epoch: 48511, [Discriminator :: d_loss: 0.737971], [ Generator :: loss: 0.128132] random_index: 20112 (32, 10) 20144 epoch: 48512, [Discriminator :: d_loss: 0.731959], [ Generator :: loss: 0.136446] random_index: 39866 (32, 10) 39898 epoch: 48513, [Discriminator :: d_loss: 0.732816], [ Generator :: loss: 0.146047] random_index: 27944 (32, 10) 27976 epoch: 48514, [Discriminator :: d_loss: 0.729476], [ Generator :: loss: 0.144226] random_index: 39722 (32, 10) 39754 epoch: 48515, [Discriminator :: d_loss: 0.735830], [ Generator :: loss: 0.153486] random_index: 29038 (32, 10) 29070 epoch: 48516, [Discriminator :: d_loss: 0.729590], [ Generator :: loss: 0.149596] random_index: 5427 (32, 10) 5459 epoch: 48517, [Discriminator :: d_loss: 0.732165], [ Generator :: loss: 0.144889] random_index: 3465 (32, 10) 3497 epoch: 48518, [Discriminator :: d_loss: 0.730884], [ Generator :: loss: 0.130999] random_index: 38710 (32, 10) 38742 epoch: 48519, [Discriminator :: d_loss: 0.739000], [ Generator :: loss: 0.128843] random_index: 15127 (32, 10) 15159 epoch: 48520, [Discriminator :: d_loss: 0.723347], [ Generator :: loss: 0.133875] random_index: 16895 (32, 10) 16927 epoch: 48521, [Discriminator :: d_loss: 0.726632], [ Generator :: loss: 0.138794] random_index: 28370 (32, 10) 28402 epoch: 48522, [Discriminator :: d_loss: 0.734901], [ Generator :: loss: 0.140286] random_index: 22769 (32, 10) 22801 epoch: 48523, [Discriminator :: d_loss: 0.735827], [ Generator :: loss: 0.150137] random_index: 37313 (32, 10) 37345 epoch: 48524, 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0.140581] random_index: 2016 (32, 10) 2048 epoch: 48593, [Discriminator :: d_loss: 0.732203], [ Generator :: loss: 0.136280] random_index: 32401 (32, 10) 32433 epoch: 48594, [Discriminator :: d_loss: 0.729431], [ Generator :: loss: 0.139718] random_index: 13112 (32, 10) 13144 epoch: 48595, [Discriminator :: d_loss: 0.722697], [ Generator :: loss: 0.132494] random_index: 28417 (32, 10) 28449 epoch: 48596, [Discriminator :: d_loss: 0.728174], [ Generator :: loss: 0.135424] random_index: 21803 (32, 10) 21835 epoch: 48597, [Discriminator :: d_loss: 0.729266], [ Generator :: loss: 0.135360] random_index: 15479 (32, 10) 15511 epoch: 48598, [Discriminator :: d_loss: 0.728685], [ Generator :: loss: 0.136037] random_index: 39744 (32, 10) 39776 epoch: 48599, [Discriminator :: d_loss: 0.728699], [ Generator :: loss: 0.139173] random_index: 35801 (32, 10) 35833 epoch: 48600, [Discriminator :: d_loss: 0.732526], [ Generator :: loss: 0.138436] random_index: 477 (32, 10) 509 epoch: 48601, 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d_loss: 0.729542], [ Generator :: loss: 0.138537] random_index: 7856 (32, 10) 7888 epoch: 48619, [Discriminator :: d_loss: 0.728749], [ Generator :: loss: 0.148613] random_index: 39102 (32, 10) 39134 epoch: 48620, [Discriminator :: d_loss: 0.729342], [ Generator :: loss: 0.151521] random_index: 23238 (32, 10) 23270 epoch: 48621, [Discriminator :: d_loss: 0.728760], [ Generator :: loss: 0.144345] random_index: 10557 (32, 10) 10589 epoch: 48622, [Discriminator :: d_loss: 0.727725], [ Generator :: loss: 0.143126] random_index: 34846 (32, 10) 34878 epoch: 48623, [Discriminator :: d_loss: 0.730301], [ Generator :: loss: 0.139072] random_index: 2198 (32, 10) 2230 epoch: 48624, [Discriminator :: d_loss: 0.728842], [ Generator :: loss: 0.132564] random_index: 41602 (32, 10) 41634 epoch: 48625, [Discriminator :: d_loss: 0.726684], [ Generator :: loss: 0.134906] random_index: 25438 (32, 10) 25470 epoch: 48626, [Discriminator :: d_loss: 0.729497], [ Generator :: loss: 0.131707] random_index: 1030 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epoch: 48644, [Discriminator :: d_loss: 0.728393], [ Generator :: loss: 0.134429] random_index: 37507 (32, 10) 37539 epoch: 48645, [Discriminator :: d_loss: 0.730213], [ Generator :: loss: 0.148557] random_index: 12653 (32, 10) 12685 epoch: 48646, [Discriminator :: d_loss: 0.721832], [ Generator :: loss: 0.143593] random_index: 37576 (32, 10) 37608 epoch: 48647, [Discriminator :: d_loss: 0.731072], [ Generator :: loss: 0.146193] random_index: 19830 (32, 10) 19862 epoch: 48648, [Discriminator :: d_loss: 0.731688], [ Generator :: loss: 0.141746] random_index: 30306 (32, 10) 30338 epoch: 48649, [Discriminator :: d_loss: 0.733784], [ Generator :: loss: 0.138596] random_index: 1818 (32, 10) 1850 epoch: 48650, [Discriminator :: d_loss: 0.724288], [ Generator :: loss: 0.129577] random_index: 3884 (32, 10) 3916 epoch: 48651, [Discriminator :: d_loss: 0.728617], [ Generator :: loss: 0.135631] random_index: 37691 (32, 10) 37723 epoch: 48652, [Discriminator :: d_loss: 0.737852], [ Generator :: loss: 0.135567] random_index: 24565 (32, 10) 24597 epoch: 48653, [Discriminator :: d_loss: 0.727505], [ Generator :: loss: 0.143734] random_index: 36900 (32, 10) 36932 epoch: 48654, [Discriminator :: d_loss: 0.736965], [ Generator :: loss: 0.150648] random_index: 37982 (32, 10) 38014 epoch: 48655, [Discriminator :: d_loss: 0.725011], [ Generator :: loss: 0.148684] random_index: 5388 (32, 10) 5420 epoch: 48656, [Discriminator :: d_loss: 0.731770], [ Generator :: loss: 0.144256] random_index: 11945 (32, 10) 11977 epoch: 48657, [Discriminator :: d_loss: 0.738778], [ Generator :: loss: 0.142711] random_index: 41352 (32, 10) 41384 epoch: 48658, [Discriminator :: d_loss: 0.725146], [ Generator :: loss: 0.139652] random_index: 30464 (32, 10) 30496 epoch: 48659, [Discriminator :: d_loss: 0.731562], [ Generator :: loss: 0.134515] random_index: 2508 (32, 10) 2540 epoch: 48660, [Discriminator :: d_loss: 0.739024], [ Generator :: loss: 0.134683] random_index: 10960 (32, 10) 10992 epoch: 48661, 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0.727462], [ Generator :: loss: 0.130334] random_index: 40344 (32, 10) 40376 epoch: 48679, [Discriminator :: d_loss: 0.730039], [ Generator :: loss: 0.130702] random_index: 11848 (32, 10) 11880 epoch: 48680, [Discriminator :: d_loss: 0.724526], [ Generator :: loss: 0.138320] random_index: 24936 (32, 10) 24968 epoch: 48681, [Discriminator :: d_loss: 0.735214], [ Generator :: loss: 0.144823] random_index: 7254 (32, 10) 7286 epoch: 48682, [Discriminator :: d_loss: 0.729448], [ Generator :: loss: 0.147602] random_index: 33698 (32, 10) 33730 epoch: 48683, [Discriminator :: d_loss: 0.725068], [ Generator :: loss: 0.148908] random_index: 12247 (32, 10) 12279 epoch: 48684, [Discriminator :: d_loss: 0.729192], [ Generator :: loss: 0.138249] random_index: 32890 (32, 10) 32922 epoch: 48685, [Discriminator :: d_loss: 0.722673], [ Generator :: loss: 0.133936] random_index: 31078 (32, 10) 31110 epoch: 48686, [Discriminator :: d_loss: 0.730640], [ Generator :: loss: 0.126910] random_index: 1453 (32, 10) 1485 epoch: 48687, [Discriminator :: d_loss: 0.728745], [ Generator :: loss: 0.127401] random_index: 14381 (32, 10) 14413 epoch: 48688, [Discriminator :: d_loss: 0.729829], [ Generator :: loss: 0.127908] random_index: 9612 (32, 10) 9644 epoch: 48689, [Discriminator :: d_loss: 0.724894], [ Generator :: loss: 0.130629] random_index: 14900 (32, 10) 14932 epoch: 48690, [Discriminator :: d_loss: 0.737283], [ Generator :: loss: 0.140613] random_index: 8950 (32, 10) 8982 epoch: 48691, [Discriminator :: d_loss: 0.723723], [ Generator :: loss: 0.155348] random_index: 13373 (32, 10) 13405 epoch: 48692, [Discriminator :: d_loss: 0.726883], [ Generator :: loss: 0.160971] random_index: 33300 (32, 10) 33332 epoch: 48693, [Discriminator :: d_loss: 0.727205], [ Generator :: loss: 0.157808] random_index: 7240 (32, 10) 7272 epoch: 48694, [Discriminator :: d_loss: 0.723406], [ Generator :: loss: 0.134089] random_index: 34658 (32, 10) 34690 epoch: 48695, [Discriminator :: d_loss: 0.732511], [ 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epoch: 48704, [Discriminator :: d_loss: 0.725378], [ Generator :: loss: 0.131620] random_index: 12043 (32, 10) 12075 epoch: 48705, [Discriminator :: d_loss: 0.731348], [ Generator :: loss: 0.131520] random_index: 16965 (32, 10) 16997 epoch: 48706, [Discriminator :: d_loss: 0.735299], [ Generator :: loss: 0.133544] random_index: 6661 (32, 10) 6693 epoch: 48707, [Discriminator :: d_loss: 0.729406], [ Generator :: loss: 0.137258] random_index: 1177 (32, 10) 1209 epoch: 48708, [Discriminator :: d_loss: 0.724081], [ Generator :: loss: 0.151779] random_index: 24243 (32, 10) 24275 epoch: 48709, [Discriminator :: d_loss: 0.737605], [ Generator :: loss: 0.155004] random_index: 9888 (32, 10) 9920 epoch: 48710, [Discriminator :: d_loss: 0.733338], [ Generator :: loss: 0.159369] random_index: 25945 (32, 10) 25977 epoch: 48711, [Discriminator :: d_loss: 0.727490], [ Generator :: loss: 0.159726] random_index: 38006 (32, 10) 38038 epoch: 48712, [Discriminator :: d_loss: 0.731475], [ Generator :: loss: 0.144728] random_index: 29310 (32, 10) 29342 epoch: 48713, [Discriminator :: d_loss: 0.736250], [ Generator :: loss: 0.131894] random_index: 24645 (32, 10) 24677 epoch: 48714, [Discriminator :: d_loss: 0.731172], [ Generator :: loss: 0.133424] random_index: 15534 (32, 10) 15566 epoch: 48715, [Discriminator :: d_loss: 0.740313], [ Generator :: loss: 0.141839] random_index: 21002 (32, 10) 21034 epoch: 48716, [Discriminator :: d_loss: 0.724403], [ Generator :: loss: 0.145607] random_index: 31080 (32, 10) 31112 epoch: 48717, [Discriminator :: d_loss: 0.732425], [ Generator :: loss: 0.145039] random_index: 24180 (32, 10) 24212 epoch: 48718, [Discriminator :: d_loss: 0.738513], [ Generator :: loss: 0.149886] random_index: 4375 (32, 10) 4407 epoch: 48719, [Discriminator :: d_loss: 0.730234], [ Generator :: loss: 0.147496] random_index: 32248 (32, 10) 32280 epoch: 48720, [Discriminator :: d_loss: 0.726534], [ Generator :: loss: 0.142703] random_index: 39580 (32, 10) 39612 epoch: 48721, [Discriminator :: d_loss: 0.736889], [ Generator :: loss: 0.141130] random_index: 16069 (32, 10) 16101 epoch: 48722, [Discriminator :: d_loss: 0.727868], [ Generator :: loss: 0.134956] random_index: 25047 (32, 10) 25079 epoch: 48723, [Discriminator :: d_loss: 0.738480], [ Generator :: loss: 0.134806] random_index: 20224 (32, 10) 20256 epoch: 48724, [Discriminator :: d_loss: 0.727109], [ Generator :: loss: 0.138044] random_index: 22122 (32, 10) 22154 epoch: 48725, [Discriminator :: d_loss: 0.727609], [ Generator :: loss: 0.142326] random_index: 6779 (32, 10) 6811 epoch: 48726, [Discriminator :: d_loss: 0.732048], [ Generator :: loss: 0.142455] random_index: 5395 (32, 10) 5427 epoch: 48727, [Discriminator :: d_loss: 0.733037], [ Generator :: loss: 0.143858] random_index: 20038 (32, 10) 20070 epoch: 48728, [Discriminator :: d_loss: 0.728854], [ Generator :: loss: 0.135168] random_index: 20924 (32, 10) 20956 epoch: 48729, [Discriminator :: d_loss: 0.744410], [ Generator :: loss: 0.139144] 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d_loss: 0.730641], [ Generator :: loss: 0.158781] random_index: 40789 (32, 10) 40821 epoch: 48739, [Discriminator :: d_loss: 0.728831], [ Generator :: loss: 0.142923] random_index: 23169 (32, 10) 23201 epoch: 48740, [Discriminator :: d_loss: 0.730105], [ Generator :: loss: 0.126316] random_index: 34648 (32, 10) 34680 epoch: 48741, [Discriminator :: d_loss: 0.732248], [ Generator :: loss: 0.116102] random_index: 9054 (32, 10) 9086 epoch: 48742, [Discriminator :: d_loss: 0.736365], [ Generator :: loss: 0.123496] random_index: 27201 (32, 10) 27233 epoch: 48743, [Discriminator :: d_loss: 0.734950], [ Generator :: loss: 0.130029] random_index: 34508 (32, 10) 34540 epoch: 48744, [Discriminator :: d_loss: 0.734920], [ Generator :: loss: 0.142384] random_index: 16753 (32, 10) 16785 epoch: 48745, [Discriminator :: d_loss: 0.736229], [ Generator :: loss: 0.155954] random_index: 18131 (32, 10) 18163 epoch: 48746, [Discriminator :: d_loss: 0.731061], [ Generator :: loss: 0.158404] random_index: 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0.137154] random_index: 10123 (32, 10) 10155 epoch: 48807, [Discriminator :: d_loss: 0.725720], [ Generator :: loss: 0.140379] random_index: 19875 (32, 10) 19907 epoch: 48808, [Discriminator :: d_loss: 0.729106], [ Generator :: loss: 0.138741] random_index: 41292 (32, 10) 41324 epoch: 48809, [Discriminator :: d_loss: 0.727426], [ Generator :: loss: 0.138094] random_index: 14453 (32, 10) 14485 epoch: 48810, [Discriminator :: d_loss: 0.731187], [ Generator :: loss: 0.139378] random_index: 2450 (32, 10) 2482 epoch: 48811, [Discriminator :: d_loss: 0.738427], [ Generator :: loss: 0.141574] random_index: 1450 (32, 10) 1482 epoch: 48812, [Discriminator :: d_loss: 0.736304], [ Generator :: loss: 0.149043] random_index: 35579 (32, 10) 35611 epoch: 48813, [Discriminator :: d_loss: 0.726000], [ Generator :: loss: 0.147808] random_index: 25279 (32, 10) 25311 epoch: 48814, [Discriminator :: d_loss: 0.725431], [ Generator :: loss: 0.139940] random_index: 31869 (32, 10) 31901 epoch: 48815, 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0.137947] random_index: 18070 (32, 10) 18102 epoch: 48824, [Discriminator :: d_loss: 0.728598], [ Generator :: loss: 0.136844] random_index: 13305 (32, 10) 13337 epoch: 48825, [Discriminator :: d_loss: 0.727103], [ Generator :: loss: 0.135991] random_index: 37145 (32, 10) 37177 epoch: 48826, [Discriminator :: d_loss: 0.726545], [ Generator :: loss: 0.128711] random_index: 11765 (32, 10) 11797 epoch: 48827, [Discriminator :: d_loss: 0.727635], [ Generator :: loss: 0.133704] random_index: 7830 (32, 10) 7862 epoch: 48828, [Discriminator :: d_loss: 0.732437], [ Generator :: loss: 0.138364] random_index: 35412 (32, 10) 35444 epoch: 48829, [Discriminator :: d_loss: 0.729776], [ Generator :: loss: 0.148670] random_index: 12877 (32, 10) 12909 epoch: 48830, [Discriminator :: d_loss: 0.727220], [ Generator :: loss: 0.144805] random_index: 17551 (32, 10) 17583 epoch: 48831, [Discriminator :: d_loss: 0.726044], [ Generator :: loss: 0.142689] random_index: 26976 (32, 10) 27008 epoch: 48832, 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d_loss: 0.724314], [ Generator :: loss: 0.137265] random_index: 30778 (32, 10) 30810 epoch: 48850, [Discriminator :: d_loss: 0.725567], [ Generator :: loss: 0.147527] random_index: 10135 (32, 10) 10167 epoch: 48851, [Discriminator :: d_loss: 0.722670], [ Generator :: loss: 0.143026] random_index: 11766 (32, 10) 11798 epoch: 48852, [Discriminator :: d_loss: 0.725641], [ Generator :: loss: 0.151626] random_index: 8765 (32, 10) 8797 epoch: 48853, [Discriminator :: d_loss: 0.723859], [ Generator :: loss: 0.148588] random_index: 15689 (32, 10) 15721 epoch: 48854, [Discriminator :: d_loss: 0.718127], [ Generator :: loss: 0.141710] random_index: 2214 (32, 10) 2246 epoch: 48855, [Discriminator :: d_loss: 0.730964], [ Generator :: loss: 0.135799] random_index: 22457 (32, 10) 22489 epoch: 48856, [Discriminator :: d_loss: 0.724831], [ Generator :: loss: 0.135469] random_index: 1344 (32, 10) 1376 epoch: 48857, [Discriminator :: d_loss: 0.720079], [ Generator :: loss: 0.129021] random_index: 26938 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Generator :: loss: 0.137313] random_index: 20832 (32, 10) 20864 epoch: 48867, [Discriminator :: d_loss: 0.725533], [ Generator :: loss: 0.134923] random_index: 24647 (32, 10) 24679 epoch: 48868, [Discriminator :: d_loss: 0.733620], [ Generator :: loss: 0.139911] random_index: 16367 (32, 10) 16399 epoch: 48869, [Discriminator :: d_loss: 0.731769], [ Generator :: loss: 0.140925] random_index: 12791 (32, 10) 12823 epoch: 48870, [Discriminator :: d_loss: 0.725070], [ Generator :: loss: 0.140809] random_index: 5355 (32, 10) 5387 epoch: 48871, [Discriminator :: d_loss: 0.731026], [ Generator :: loss: 0.153593] random_index: 22146 (32, 10) 22178 epoch: 48872, [Discriminator :: d_loss: 0.738688], [ Generator :: loss: 0.147017] random_index: 2103 (32, 10) 2135 epoch: 48873, [Discriminator :: d_loss: 0.728567], [ Generator :: loss: 0.146911] random_index: 27125 (32, 10) 27157 epoch: 48874, [Discriminator :: d_loss: 0.733359], [ Generator :: loss: 0.139151] random_index: 29255 (32, 10) 29287 epoch: 48875, [Discriminator :: d_loss: 0.730018], [ Generator :: loss: 0.130486] random_index: 16326 (32, 10) 16358 epoch: 48876, [Discriminator :: d_loss: 0.734090], [ Generator :: loss: 0.128672] random_index: 17422 (32, 10) 17454 epoch: 48877, [Discriminator :: d_loss: 0.732962], [ Generator :: loss: 0.132530] random_index: 18544 (32, 10) 18576 epoch: 48878, [Discriminator :: d_loss: 0.725291], [ Generator :: loss: 0.143401] random_index: 13944 (32, 10) 13976 epoch: 48879, [Discriminator :: d_loss: 0.732677], [ Generator :: loss: 0.150176] random_index: 9030 (32, 10) 9062 epoch: 48880, [Discriminator :: d_loss: 0.722436], [ Generator :: loss: 0.148834] random_index: 32596 (32, 10) 32628 epoch: 48881, [Discriminator :: d_loss: 0.732308], [ Generator :: loss: 0.145046] random_index: 23009 (32, 10) 23041 epoch: 48882, [Discriminator :: d_loss: 0.737498], [ Generator :: loss: 0.136462] random_index: 1859 (32, 10) 1891 epoch: 48883, [Discriminator :: d_loss: 0.728574], [ Generator :: loss: 0.138151] random_index: 8247 (32, 10) 8279 epoch: 48884, [Discriminator :: d_loss: 0.732631], [ Generator :: loss: 0.135918] random_index: 33672 (32, 10) 33704 epoch: 48885, [Discriminator :: d_loss: 0.726901], [ Generator :: loss: 0.129977] random_index: 4544 (32, 10) 4576 epoch: 48886, [Discriminator :: d_loss: 0.732311], [ Generator :: loss: 0.137883] random_index: 35998 (32, 10) 36030 epoch: 48887, [Discriminator :: d_loss: 0.734439], [ Generator :: loss: 0.139658] random_index: 38300 (32, 10) 38332 epoch: 48888, [Discriminator :: d_loss: 0.734450], [ Generator :: loss: 0.137402] random_index: 17351 (32, 10) 17383 epoch: 48889, [Discriminator :: d_loss: 0.737035], [ Generator :: loss: 0.137521] random_index: 14022 (32, 10) 14054 epoch: 48890, [Discriminator :: d_loss: 0.731799], [ Generator :: loss: 0.135279] random_index: 30365 (32, 10) 30397 epoch: 48891, [Discriminator :: d_loss: 0.729811], [ Generator :: loss: 0.137651] random_index: 2137 (32, 10) 2169 epoch: 48892, [Discriminator :: d_loss: 0.730780], [ Generator :: loss: 0.136060] random_index: 29301 (32, 10) 29333 epoch: 48893, [Discriminator :: d_loss: 0.729604], [ Generator :: loss: 0.143854] random_index: 6961 (32, 10) 6993 epoch: 48894, [Discriminator :: d_loss: 0.729530], [ Generator :: loss: 0.137266] random_index: 21130 (32, 10) 21162 epoch: 48895, [Discriminator :: d_loss: 0.727031], [ Generator :: loss: 0.136234] random_index: 15506 (32, 10) 15538 epoch: 48896, [Discriminator :: d_loss: 0.740799], [ Generator :: loss: 0.128644] random_index: 26805 (32, 10) 26837 epoch: 48897, [Discriminator :: d_loss: 0.731019], [ Generator :: loss: 0.140397] random_index: 38724 (32, 10) 38756 epoch: 48898, [Discriminator :: d_loss: 0.734288], [ Generator :: loss: 0.144026] random_index: 35063 (32, 10) 35095 epoch: 48899, [Discriminator :: d_loss: 0.725606], [ Generator :: loss: 0.136919] random_index: 13351 (32, 10) 13383 epoch: 48900, [Discriminator :: d_loss: 0.733566], [ Generator :: loss: 0.137832] random_index: 11243 (32, 10) 11275 epoch: 48901, [Discriminator :: d_loss: 0.730159], [ Generator :: loss: 0.132132] random_index: 40147 (32, 10) 40179 epoch: 48902, [Discriminator :: d_loss: 0.737375], [ Generator :: loss: 0.140157] random_index: 6304 (32, 10) 6336 epoch: 48903, [Discriminator :: d_loss: 0.736726], [ Generator :: loss: 0.133362] random_index: 15748 (32, 10) 15780 epoch: 48904, [Discriminator :: d_loss: 0.731273], [ Generator :: loss: 0.140726] random_index: 38462 (32, 10) 38494 epoch: 48905, [Discriminator :: d_loss: 0.727375], [ Generator :: loss: 0.137267] random_index: 25116 (32, 10) 25148 epoch: 48906, [Discriminator :: d_loss: 0.732676], [ Generator :: loss: 0.131847] random_index: 9711 (32, 10) 9743 epoch: 48907, [Discriminator :: d_loss: 0.737084], [ Generator :: loss: 0.133119] random_index: 15497 (32, 10) 15529 epoch: 48908, [Discriminator :: d_loss: 0.724254], [ Generator :: loss: 0.123279] random_index: 2837 (32, 10) 2869 epoch: 48909, [Discriminator :: d_loss: 0.725999], [ Generator :: loss: 0.131835] random_index: 11822 (32, 10) 11854 epoch: 48910, [Discriminator :: d_loss: 0.729708], [ Generator :: loss: 0.133574] random_index: 5435 (32, 10) 5467 epoch: 48911, [Discriminator :: d_loss: 0.732141], [ Generator :: loss: 0.150184] random_index: 37953 (32, 10) 37985 epoch: 48912, [Discriminator :: d_loss: 0.726604], [ Generator :: loss: 0.142064] random_index: 33448 (32, 10) 33480 epoch: 48913, [Discriminator :: d_loss: 0.731606], [ Generator :: loss: 0.146867] random_index: 21886 (32, 10) 21918 epoch: 48914, [Discriminator :: d_loss: 0.733742], [ Generator :: loss: 0.141857] random_index: 4980 (32, 10) 5012 epoch: 48915, [Discriminator :: d_loss: 0.727809], [ Generator :: loss: 0.136519] random_index: 25620 (32, 10) 25652 epoch: 48916, [Discriminator :: d_loss: 0.743695], [ Generator :: loss: 0.129927] random_index: 11966 (32, 10) 11998 epoch: 48917, [Discriminator :: d_loss: 0.728974], [ Generator :: loss: 0.135535] random_index: 35294 (32, 10) 35326 epoch: 48918, [Discriminator :: d_loss: 0.720703], [ Generator :: loss: 0.131473] random_index: 3273 (32, 10) 3305 epoch: 48919, [Discriminator :: d_loss: 0.732116], [ Generator :: loss: 0.137138] random_index: 27610 (32, 10) 27642 epoch: 48920, [Discriminator :: d_loss: 0.725290], [ Generator :: loss: 0.138840] random_index: 21048 (32, 10) 21080 epoch: 48921, [Discriminator :: d_loss: 0.732299], [ Generator :: loss: 0.142178] random_index: 33124 (32, 10) 33156 epoch: 48922, [Discriminator :: d_loss: 0.730224], [ Generator :: loss: 0.152064] random_index: 13924 (32, 10) 13956 epoch: 48923, [Discriminator :: d_loss: 0.731427], [ Generator :: loss: 0.141505] random_index: 22938 (32, 10) 22970 epoch: 48924, [Discriminator :: d_loss: 0.735050], [ Generator :: loss: 0.134149] random_index: 29738 (32, 10) 29770 epoch: 48925, [Discriminator :: d_loss: 0.730134], [ Generator :: loss: 0.132970] random_index: 22092 (32, 10) 22124 epoch: 48926, [Discriminator :: d_loss: 0.732727], [ Generator :: loss: 0.132834] random_index: 39575 (32, 10) 39607 epoch: 48927, [Discriminator :: d_loss: 0.731830], [ Generator :: loss: 0.126247] random_index: 27813 (32, 10) 27845 epoch: 48928, [Discriminator :: d_loss: 0.729057], [ Generator :: loss: 0.135518] random_index: 41435 (32, 10) 41467 epoch: 48929, [Discriminator :: d_loss: 0.726504], [ Generator :: loss: 0.142166] random_index: 19524 (32, 10) 19556 epoch: 48930, [Discriminator :: d_loss: 0.728960], [ Generator :: loss: 0.143523] random_index: 33543 (32, 10) 33575 epoch: 48931, [Discriminator :: d_loss: 0.738225], [ Generator :: loss: 0.149671] random_index: 33456 (32, 10) 33488 epoch: 48932, [Discriminator :: d_loss: 0.724413], [ Generator :: loss: 0.146980] random_index: 29971 (32, 10) 30003 epoch: 48933, [Discriminator :: d_loss: 0.728758], [ Generator :: loss: 0.148850] random_index: 17093 (32, 10) 17125 epoch: 48934, [Discriminator :: d_loss: 0.736707], [ Generator :: loss: 0.136468] random_index: 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0.732367], [ Generator :: loss: 0.144292] random_index: 31984 (32, 10) 32016 epoch: 48944, [Discriminator :: d_loss: 0.727077], [ Generator :: loss: 0.144985] random_index: 34726 (32, 10) 34758 epoch: 48945, [Discriminator :: d_loss: 0.730061], [ Generator :: loss: 0.157137] random_index: 37567 (32, 10) 37599 epoch: 48946, [Discriminator :: d_loss: 0.733891], [ Generator :: loss: 0.146944] random_index: 15359 (32, 10) 15391 epoch: 48947, [Discriminator :: d_loss: 0.725871], [ Generator :: loss: 0.143476] random_index: 34501 (32, 10) 34533 epoch: 48948, [Discriminator :: d_loss: 0.724762], [ Generator :: loss: 0.137389] random_index: 19557 (32, 10) 19589 epoch: 48949, [Discriminator :: d_loss: 0.720538], [ Generator :: loss: 0.125772] random_index: 27659 (32, 10) 27691 epoch: 48950, [Discriminator :: d_loss: 0.743573], [ Generator :: loss: 0.134124] random_index: 15187 (32, 10) 15219 epoch: 48951, [Discriminator :: d_loss: 0.729859], [ Generator :: loss: 0.142517] random_index: 1032 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Generator :: loss: 0.140347] random_index: 24890 (32, 10) 24922 epoch: 48961, [Discriminator :: d_loss: 0.720920], [ Generator :: loss: 0.143424] random_index: 140 (32, 10) 172 epoch: 48962, [Discriminator :: d_loss: 0.729473], [ Generator :: loss: 0.143385] random_index: 4113 (32, 10) 4145 epoch: 48963, [Discriminator :: d_loss: 0.726800], [ Generator :: loss: 0.139776] random_index: 17635 (32, 10) 17667 epoch: 48964, [Discriminator :: d_loss: 0.725163], [ Generator :: loss: 0.140830] random_index: 10188 (32, 10) 10220 epoch: 48965, [Discriminator :: d_loss: 0.725401], [ Generator :: loss: 0.134289] random_index: 13703 (32, 10) 13735 epoch: 48966, [Discriminator :: d_loss: 0.724616], [ Generator :: loss: 0.134627] random_index: 5012 (32, 10) 5044 epoch: 48967, [Discriminator :: d_loss: 0.743127], [ Generator :: loss: 0.147083] random_index: 7765 (32, 10) 7797 epoch: 48968, [Discriminator :: d_loss: 0.732749], [ Generator :: loss: 0.150316] random_index: 31079 (32, 10) 31111 epoch: 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0.156197] random_index: 40905 (32, 10) 40937 epoch: 48978, [Discriminator :: d_loss: 0.735294], [ Generator :: loss: 0.164971] random_index: 9328 (32, 10) 9360 epoch: 48979, [Discriminator :: d_loss: 0.729417], [ Generator :: loss: 0.148889] random_index: 27249 (32, 10) 27281 epoch: 48980, [Discriminator :: d_loss: 0.732931], [ Generator :: loss: 0.133320] random_index: 29038 (32, 10) 29070 epoch: 48981, [Discriminator :: d_loss: 0.730073], [ Generator :: loss: 0.131939] random_index: 344 (32, 10) 376 epoch: 48982, [Discriminator :: d_loss: 0.730584], [ Generator :: loss: 0.134805] random_index: 23478 (32, 10) 23510 epoch: 48983, [Discriminator :: d_loss: 0.739917], [ Generator :: loss: 0.136120] random_index: 22083 (32, 10) 22115 epoch: 48984, [Discriminator :: d_loss: 0.738720], [ Generator :: loss: 0.139773] random_index: 28276 (32, 10) 28308 epoch: 48985, [Discriminator :: d_loss: 0.740558], [ Generator :: loss: 0.143053] random_index: 23172 (32, 10) 23204 epoch: 48986, 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d_loss: 0.731624], [ Generator :: loss: 0.149615] random_index: 27046 (32, 10) 27078 epoch: 49004, [Discriminator :: d_loss: 0.725750], [ Generator :: loss: 0.159425] random_index: 14556 (32, 10) 14588 epoch: 49005, [Discriminator :: d_loss: 0.734662], [ Generator :: loss: 0.154402] random_index: 15287 (32, 10) 15319 epoch: 49006, [Discriminator :: d_loss: 0.723899], [ Generator :: loss: 0.144886] random_index: 12407 (32, 10) 12439 epoch: 49007, [Discriminator :: d_loss: 0.728965], [ Generator :: loss: 0.131411] random_index: 10624 (32, 10) 10656 epoch: 49008, [Discriminator :: d_loss: 0.728891], [ Generator :: loss: 0.125615] random_index: 8352 (32, 10) 8384 epoch: 49009, [Discriminator :: d_loss: 0.727731], [ Generator :: loss: 0.122534] random_index: 16392 (32, 10) 16424 epoch: 49010, [Discriminator :: d_loss: 0.735529], [ Generator :: loss: 0.136850] random_index: 16306 (32, 10) 16338 epoch: 49011, [Discriminator :: d_loss: 0.727769], [ Generator :: loss: 0.138965] random_index: 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Generator :: loss: 0.129561] random_index: 41900 (32, 10) 41932 epoch: 49038, [Discriminator :: d_loss: 0.730469], [ Generator :: loss: 0.134640] random_index: 37763 (32, 10) 37795 epoch: 49039, [Discriminator :: d_loss: 0.732891], [ Generator :: loss: 0.131167] random_index: 6414 (32, 10) 6446 epoch: 49040, [Discriminator :: d_loss: 0.733147], [ Generator :: loss: 0.138944] random_index: 25499 (32, 10) 25531 epoch: 49041, [Discriminator :: d_loss: 0.732738], [ Generator :: loss: 0.146520] random_index: 38576 (32, 10) 38608 epoch: 49042, [Discriminator :: d_loss: 0.729590], [ Generator :: loss: 0.151145] random_index: 6117 (32, 10) 6149 epoch: 49043, [Discriminator :: d_loss: 0.727229], [ Generator :: loss: 0.149959] random_index: 14666 (32, 10) 14698 epoch: 49044, [Discriminator :: d_loss: 0.729441], [ Generator :: loss: 0.142735] random_index: 32807 (32, 10) 32839 epoch: 49045, [Discriminator :: d_loss: 0.730047], [ Generator :: loss: 0.141216] random_index: 7122 (32, 10) 7154 epoch: 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0.143492] random_index: 8415 (32, 10) 8447 epoch: 49055, [Discriminator :: d_loss: 0.737274], [ Generator :: loss: 0.136285] random_index: 23824 (32, 10) 23856 epoch: 49056, [Discriminator :: d_loss: 0.728599], [ Generator :: loss: 0.130722] random_index: 26850 (32, 10) 26882 epoch: 49057, [Discriminator :: d_loss: 0.727927], [ Generator :: loss: 0.124288] random_index: 33192 (32, 10) 33224 epoch: 49058, [Discriminator :: d_loss: 0.727697], [ Generator :: loss: 0.134779] random_index: 19771 (32, 10) 19803 epoch: 49059, [Discriminator :: d_loss: 0.728808], [ Generator :: loss: 0.138752] random_index: 36590 (32, 10) 36622 epoch: 49060, [Discriminator :: d_loss: 0.723920], [ Generator :: loss: 0.140990] random_index: 9489 (32, 10) 9521 epoch: 49061, [Discriminator :: d_loss: 0.733144], [ Generator :: loss: 0.149456] random_index: 41278 (32, 10) 41310 epoch: 49062, [Discriminator :: d_loss: 0.722749], [ Generator :: loss: 0.153991] random_index: 41584 (32, 10) 41616 epoch: 49063, [Discriminator :: d_loss: 0.733657], [ Generator :: loss: 0.143425] random_index: 4458 (32, 10) 4490 epoch: 49064, [Discriminator :: d_loss: 0.741491], [ Generator :: loss: 0.137830] random_index: 25866 (32, 10) 25898 epoch: 49065, [Discriminator :: d_loss: 0.725205], [ Generator :: loss: 0.135992] random_index: 2963 (32, 10) 2995 epoch: 49066, [Discriminator :: d_loss: 0.732734], [ Generator :: loss: 0.133052] random_index: 33101 (32, 10) 33133 epoch: 49067, [Discriminator :: d_loss: 0.729849], [ Generator :: loss: 0.130473] random_index: 28919 (32, 10) 28951 epoch: 49068, [Discriminator :: d_loss: 0.731824], [ Generator :: loss: 0.135000] random_index: 33791 (32, 10) 33823 epoch: 49069, [Discriminator :: d_loss: 0.727797], [ Generator :: loss: 0.137866] random_index: 5259 (32, 10) 5291 epoch: 49070, [Discriminator :: d_loss: 0.723431], [ Generator :: loss: 0.131853] random_index: 3162 (32, 10) 3194 epoch: 49071, [Discriminator :: d_loss: 0.730482], [ Generator :: loss: 0.135912] 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:: d_loss: 0.732187], [ Generator :: loss: 0.150387] random_index: 19962 (32, 10) 19994 epoch: 49081, [Discriminator :: d_loss: 0.728122], [ Generator :: loss: 0.136628] random_index: 2391 (32, 10) 2423 epoch: 49082, [Discriminator :: d_loss: 0.729074], [ Generator :: loss: 0.137099] random_index: 37160 (32, 10) 37192 epoch: 49083, [Discriminator :: d_loss: 0.731493], [ Generator :: loss: 0.137529] random_index: 22236 (32, 10) 22268 epoch: 49084, [Discriminator :: d_loss: 0.734560], [ Generator :: loss: 0.132580] random_index: 2548 (32, 10) 2580 epoch: 49085, [Discriminator :: d_loss: 0.724766], [ Generator :: loss: 0.133768] random_index: 33176 (32, 10) 33208 epoch: 49086, [Discriminator :: d_loss: 0.724620], [ Generator :: loss: 0.141336] random_index: 15124 (32, 10) 15156 epoch: 49087, [Discriminator :: d_loss: 0.721911], [ Generator :: loss: 0.140197] random_index: 5578 (32, 10) 5610 epoch: 49088, [Discriminator :: d_loss: 0.721789], [ Generator :: loss: 0.137863] random_index: 172 (32, 10) 204 epoch: 49089, [Discriminator :: d_loss: 0.733822], [ Generator :: loss: 0.137577] random_index: 41840 (32, 10) 41872 epoch: 49090, [Discriminator :: d_loss: 0.731542], [ Generator :: loss: 0.130640] random_index: 38156 (32, 10) 38188 epoch: 49091, [Discriminator :: d_loss: 0.730381], [ Generator :: loss: 0.132403] random_index: 20780 (32, 10) 20812 epoch: 49092, [Discriminator :: d_loss: 0.731937], [ Generator :: loss: 0.133947] random_index: 2549 (32, 10) 2581 epoch: 49093, [Discriminator :: d_loss: 0.721280], [ Generator :: loss: 0.137769] random_index: 38717 (32, 10) 38749 epoch: 49094, [Discriminator :: d_loss: 0.725656], [ Generator :: loss: 0.137649] random_index: 5603 (32, 10) 5635 epoch: 49095, [Discriminator :: d_loss: 0.723751], [ Generator :: loss: 0.148859] random_index: 39488 (32, 10) 39520 epoch: 49096, [Discriminator :: d_loss: 0.723381], [ Generator :: loss: 0.145405] random_index: 26804 (32, 10) 26836 epoch: 49097, [Discriminator :: d_loss: 0.727065], [ Generator :: loss: 0.139156] random_index: 27006 (32, 10) 27038 epoch: 49098, [Discriminator :: d_loss: 0.733977], [ Generator :: loss: 0.134310] random_index: 11526 (32, 10) 11558 epoch: 49099, [Discriminator :: d_loss: 0.728769], [ Generator :: loss: 0.134695] random_index: 26949 (32, 10) 26981 epoch: 49100, [Discriminator :: d_loss: 0.740298], [ Generator :: loss: 0.140412] random_index: 3044 (32, 10) 3076 epoch: 49101, [Discriminator :: d_loss: 0.721985], [ Generator :: loss: 0.140160] random_index: 31188 (32, 10) 31220 epoch: 49102, [Discriminator :: d_loss: 0.733639], [ Generator :: loss: 0.144009] random_index: 32879 (32, 10) 32911 epoch: 49103, [Discriminator :: d_loss: 0.735758], [ Generator :: loss: 0.154715] random_index: 40637 (32, 10) 40669 epoch: 49104, [Discriminator :: d_loss: 0.729485], [ Generator :: loss: 0.149644] random_index: 28589 (32, 10) 28621 epoch: 49105, [Discriminator :: d_loss: 0.731064], [ Generator :: loss: 0.146634] random_index: 28105 (32, 10) 28137 epoch: 49106, [Discriminator :: d_loss: 0.734767], [ Generator :: loss: 0.141402] random_index: 32516 (32, 10) 32548 epoch: 49107, [Discriminator :: d_loss: 0.731241], [ Generator :: loss: 0.136942] random_index: 13331 (32, 10) 13363 epoch: 49108, [Discriminator :: d_loss: 0.729885], [ Generator :: loss: 0.135991] random_index: 39121 (32, 10) 39153 epoch: 49109, [Discriminator :: d_loss: 0.733302], [ Generator :: loss: 0.132170] random_index: 8583 (32, 10) 8615 epoch: 49110, [Discriminator :: d_loss: 0.734207], [ Generator :: loss: 0.130279] random_index: 36001 (32, 10) 36033 epoch: 49111, [Discriminator :: d_loss: 0.739469], [ Generator :: loss: 0.134786] random_index: 7135 (32, 10) 7167 epoch: 49112, [Discriminator :: d_loss: 0.735285], [ Generator :: loss: 0.141738] random_index: 18290 (32, 10) 18322 epoch: 49113, [Discriminator :: d_loss: 0.742604], [ Generator :: loss: 0.146977] random_index: 29602 (32, 10) 29634 epoch: 49114, [Discriminator :: d_loss: 0.734250], [ Generator :: loss: 0.151902] random_index: 35503 (32, 10) 35535 epoch: 49115, [Discriminator :: d_loss: 0.735091], [ Generator :: loss: 0.150321] random_index: 702 (32, 10) 734 epoch: 49116, [Discriminator :: d_loss: 0.732273], [ Generator :: loss: 0.140570] random_index: 26995 (32, 10) 27027 epoch: 49117, [Discriminator :: d_loss: 0.734263], [ Generator :: loss: 0.137232] random_index: 16224 (32, 10) 16256 epoch: 49118, [Discriminator :: d_loss: 0.722956], [ Generator :: loss: 0.127968] random_index: 2890 (32, 10) 2922 epoch: 49119, [Discriminator :: d_loss: 0.739909], [ Generator :: loss: 0.125755] random_index: 29510 (32, 10) 29542 epoch: 49120, [Discriminator :: d_loss: 0.730596], [ Generator :: loss: 0.136650] random_index: 38026 (32, 10) 38058 epoch: 49121, [Discriminator :: d_loss: 0.726907], [ Generator :: loss: 0.141663] random_index: 32364 (32, 10) 32396 epoch: 49122, [Discriminator :: d_loss: 0.726789], [ Generator :: loss: 0.147442] random_index: 13290 (32, 10) 13322 epoch: 49123, [Discriminator :: d_loss: 0.744409], [ Generator :: loss: 0.152978] random_index: 11671 (32, 10) 11703 epoch: 49124, [Discriminator :: d_loss: 0.728925], [ Generator :: loss: 0.159637] random_index: 12346 (32, 10) 12378 epoch: 49125, [Discriminator :: d_loss: 0.741552], [ Generator :: loss: 0.149622] random_index: 23520 (32, 10) 23552 epoch: 49126, [Discriminator :: d_loss: 0.733040], [ Generator :: loss: 0.138820] random_index: 19076 (32, 10) 19108 epoch: 49127, [Discriminator :: d_loss: 0.733144], [ Generator :: loss: 0.128201] random_index: 37195 (32, 10) 37227 epoch: 49128, [Discriminator :: d_loss: 0.724856], [ Generator :: loss: 0.125965] random_index: 17642 (32, 10) 17674 epoch: 49129, [Discriminator :: d_loss: 0.727768], [ Generator :: loss: 0.119649] random_index: 28924 (32, 10) 28956 epoch: 49130, [Discriminator :: d_loss: 0.731342], [ Generator :: loss: 0.131139] random_index: 21993 (32, 10) 22025 epoch: 49131, [Discriminator :: d_loss: 0.729892], [ Generator :: loss: 0.142288] random_index: 28116 (32, 10) 28148 epoch: 49132, [Discriminator :: d_loss: 0.730217], [ Generator :: loss: 0.144965] random_index: 13276 (32, 10) 13308 epoch: 49133, [Discriminator :: d_loss: 0.729067], [ Generator :: loss: 0.151579] random_index: 15274 (32, 10) 15306 epoch: 49134, [Discriminator :: d_loss: 0.729883], [ Generator :: loss: 0.155792] random_index: 6390 (32, 10) 6422 epoch: 49135, [Discriminator :: d_loss: 0.734861], [ Generator :: loss: 0.153308] random_index: 9257 (32, 10) 9289 epoch: 49136, [Discriminator :: d_loss: 0.733094], [ Generator :: loss: 0.145431] random_index: 22223 (32, 10) 22255 epoch: 49137, [Discriminator :: d_loss: 0.735087], [ Generator :: loss: 0.132733] random_index: 37870 (32, 10) 37902 epoch: 49138, [Discriminator :: d_loss: 0.742495], [ Generator :: loss: 0.135079] random_index: 37184 (32, 10) 37216 epoch: 49139, [Discriminator :: d_loss: 0.723229], [ Generator :: loss: 0.132434] random_index: 5134 (32, 10) 5166 epoch: 49140, [Discriminator :: d_loss: 0.740337], [ Generator :: loss: 0.142948] random_index: 36283 (32, 10) 36315 epoch: 49141, [Discriminator :: d_loss: 0.727851], [ Generator :: loss: 0.138038] random_index: 19609 (32, 10) 19641 epoch: 49142, [Discriminator :: d_loss: 0.729231], [ Generator :: loss: 0.141833] random_index: 24881 (32, 10) 24913 epoch: 49143, [Discriminator :: d_loss: 0.731971], [ Generator :: loss: 0.149419] random_index: 11985 (32, 10) 12017 epoch: 49144, [Discriminator :: d_loss: 0.726825], [ Generator :: loss: 0.145022] random_index: 24448 (32, 10) 24480 epoch: 49145, [Discriminator :: d_loss: 0.737566], [ Generator :: loss: 0.133779] random_index: 21191 (32, 10) 21223 epoch: 49146, [Discriminator :: d_loss: 0.728503], [ Generator :: loss: 0.131224] random_index: 12268 (32, 10) 12300 epoch: 49147, [Discriminator :: d_loss: 0.735046], [ Generator :: loss: 0.135033] random_index: 33286 (32, 10) 33318 epoch: 49148, [Discriminator :: d_loss: 0.723091], [ Generator :: loss: 0.132547] random_index: 37515 (32, 10) 37547 epoch: 49149, [Discriminator :: d_loss: 0.726691], [ Generator :: loss: 0.134960] random_index: 12663 (32, 10) 12695 epoch: 49150, [Discriminator :: d_loss: 0.727629], [ Generator :: loss: 0.135918] random_index: 24670 (32, 10) 24702 epoch: 49151, [Discriminator :: d_loss: 0.723141], [ Generator :: loss: 0.132990] random_index: 5341 (32, 10) 5373 epoch: 49152, [Discriminator :: d_loss: 0.729703], [ Generator :: loss: 0.131556] random_index: 3274 (32, 10) 3306 epoch: 49153, [Discriminator :: d_loss: 0.723940], [ Generator :: loss: 0.130882] random_index: 14482 (32, 10) 14514 epoch: 49154, [Discriminator :: d_loss: 0.724787], [ Generator :: loss: 0.132484] random_index: 25408 (32, 10) 25440 epoch: 49155, [Discriminator :: d_loss: 0.719846], [ Generator :: loss: 0.128869] random_index: 8505 (32, 10) 8537 epoch: 49156, [Discriminator :: d_loss: 0.729844], [ Generator :: loss: 0.129568] random_index: 26716 (32, 10) 26748 epoch: 49157, [Discriminator :: d_loss: 0.721199], [ Generator :: loss: 0.134261] random_index: 28286 (32, 10) 28318 epoch: 49158, [Discriminator :: d_loss: 0.728576], [ Generator :: loss: 0.140378] random_index: 27351 (32, 10) 27383 epoch: 49159, [Discriminator :: d_loss: 0.730776], [ Generator :: loss: 0.138723] random_index: 24961 (32, 10) 24993 epoch: 49160, [Discriminator :: d_loss: 0.725662], [ Generator :: loss: 0.149872] random_index: 31758 (32, 10) 31790 epoch: 49161, [Discriminator :: d_loss: 0.733188], [ Generator :: loss: 0.142074] random_index: 39584 (32, 10) 39616 epoch: 49162, [Discriminator :: d_loss: 0.732239], [ Generator :: loss: 0.139160] random_index: 34052 (32, 10) 34084 epoch: 49163, [Discriminator :: d_loss: 0.724604], [ Generator :: loss: 0.137594] random_index: 35110 (32, 10) 35142 epoch: 49164, [Discriminator :: d_loss: 0.728351], [ Generator :: loss: 0.134230] random_index: 5641 (32, 10) 5673 epoch: 49165, [Discriminator :: d_loss: 0.719517], [ Generator :: loss: 0.138019] random_index: 31434 (32, 10) 31466 epoch: 49166, [Discriminator :: d_loss: 0.727377], [ Generator :: loss: 0.133443] random_index: 40583 (32, 10) 40615 epoch: 49167, [Discriminator :: d_loss: 0.733130], [ Generator :: loss: 0.131570] random_index: 33714 (32, 10) 33746 epoch: 49168, [Discriminator :: d_loss: 0.730546], [ Generator :: loss: 0.141256] random_index: 35350 (32, 10) 35382 epoch: 49169, [Discriminator :: d_loss: 0.725613], [ Generator :: loss: 0.146293] random_index: 10970 (32, 10) 11002 epoch: 49170, [Discriminator :: d_loss: 0.723790], [ Generator :: loss: 0.147444] random_index: 15330 (32, 10) 15362 epoch: 49171, [Discriminator :: d_loss: 0.732426], [ Generator :: loss: 0.141110] random_index: 256 (32, 10) 288 epoch: 49172, [Discriminator :: d_loss: 0.736118], [ Generator :: loss: 0.145162] random_index: 21805 (32, 10) 21837 epoch: 49173, [Discriminator :: d_loss: 0.728569], [ Generator :: loss: 0.140903] random_index: 25466 (32, 10) 25498 epoch: 49174, [Discriminator :: d_loss: 0.726146], [ Generator :: loss: 0.130177] random_index: 16501 (32, 10) 16533 epoch: 49175, [Discriminator :: d_loss: 0.731431], [ Generator :: loss: 0.141434] random_index: 4177 (32, 10) 4209 epoch: 49176, [Discriminator :: d_loss: 0.729780], [ Generator :: loss: 0.144596] random_index: 6902 (32, 10) 6934 epoch: 49177, [Discriminator :: d_loss: 0.727794], [ Generator :: loss: 0.144365] random_index: 41261 (32, 10) 41293 epoch: 49178, [Discriminator :: d_loss: 0.730367], [ Generator :: loss: 0.144945] random_index: 17227 (32, 10) 17259 epoch: 49179, [Discriminator :: d_loss: 0.727324], [ Generator :: loss: 0.138487] random_index: 3697 (32, 10) 3729 epoch: 49180, [Discriminator :: d_loss: 0.729868], [ Generator :: loss: 0.132860] random_index: 34328 (32, 10) 34360 epoch: 49181, [Discriminator :: d_loss: 0.729029], [ Generator :: loss: 0.144398] random_index: 32234 (32, 10) 32266 epoch: 49182, [Discriminator :: d_loss: 0.731114], [ Generator :: loss: 0.136048] random_index: 7124 (32, 10) 7156 epoch: 49183, [Discriminator :: d_loss: 0.733961], [ Generator :: loss: 0.144403] random_index: 31776 (32, 10) 31808 epoch: 49184, [Discriminator :: d_loss: 0.730343], [ Generator :: loss: 0.144832] random_index: 1841 (32, 10) 1873 epoch: 49185, [Discriminator :: d_loss: 0.731587], [ Generator :: loss: 0.146972] random_index: 33722 (32, 10) 33754 epoch: 49186, [Discriminator :: d_loss: 0.721444], [ Generator :: loss: 0.144113] random_index: 31586 (32, 10) 31618 epoch: 49187, [Discriminator :: d_loss: 0.726037], [ Generator :: loss: 0.135146] random_index: 37198 (32, 10) 37230 epoch: 49188, [Discriminator :: d_loss: 0.725556], [ Generator :: loss: 0.128860] random_index: 11919 (32, 10) 11951 epoch: 49189, [Discriminator :: d_loss: 0.728901], [ Generator :: loss: 0.123742] random_index: 23164 (32, 10) 23196 epoch: 49190, [Discriminator :: d_loss: 0.729481], [ Generator :: loss: 0.124219] random_index: 16993 (32, 10) 17025 epoch: 49191, [Discriminator :: d_loss: 0.737828], [ Generator :: loss: 0.136804] random_index: 6522 (32, 10) 6554 epoch: 49192, [Discriminator :: d_loss: 0.730018], [ Generator :: loss: 0.146310] random_index: 29869 (32, 10) 29901 epoch: 49193, [Discriminator :: d_loss: 0.731845], [ Generator :: loss: 0.152187] random_index: 10091 (32, 10) 10123 epoch: 49194, [Discriminator :: d_loss: 0.729100], [ Generator :: loss: 0.150517] random_index: 37721 (32, 10) 37753 epoch: 49195, [Discriminator :: d_loss: 0.731080], [ Generator :: loss: 0.144894] random_index: 25006 (32, 10) 25038 epoch: 49196, [Discriminator :: d_loss: 0.727312], [ Generator :: loss: 0.131588] random_index: 32951 (32, 10) 32983 epoch: 49197, [Discriminator :: d_loss: 0.733615], [ Generator :: loss: 0.128299] random_index: 20694 (32, 10) 20726 epoch: 49198, [Discriminator :: d_loss: 0.737132], [ Generator :: loss: 0.127049] random_index: 10603 (32, 10) 10635 epoch: 49199, [Discriminator :: d_loss: 0.724801], [ Generator :: loss: 0.132654] random_index: 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epoch: 49217, [Discriminator :: d_loss: 0.731747], [ Generator :: loss: 0.136748] random_index: 18301 (32, 10) 18333 epoch: 49218, [Discriminator :: d_loss: 0.738819], [ Generator :: loss: 0.140939] random_index: 14976 (32, 10) 15008 epoch: 49219, [Discriminator :: d_loss: 0.723771], [ Generator :: loss: 0.136233] random_index: 33853 (32, 10) 33885 epoch: 49220, [Discriminator :: d_loss: 0.739084], [ Generator :: loss: 0.140386] random_index: 41660 (32, 10) 41692 epoch: 49221, [Discriminator :: d_loss: 0.739435], [ Generator :: loss: 0.149622] random_index: 5425 (32, 10) 5457 epoch: 49222, [Discriminator :: d_loss: 0.734613], [ Generator :: loss: 0.151304] random_index: 27523 (32, 10) 27555 epoch: 49223, [Discriminator :: d_loss: 0.731888], [ Generator :: loss: 0.147580] random_index: 27029 (32, 10) 27061 epoch: 49224, [Discriminator :: d_loss: 0.727336], [ Generator :: loss: 0.137940] random_index: 41882 (32, 10) 41914 epoch: 49225, [Discriminator :: d_loss: 0.733907], [ Generator :: 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loss: 0.133291] random_index: 19016 (32, 10) 19048 epoch: 49286, [Discriminator :: d_loss: 0.733404], [ Generator :: loss: 0.141783] random_index: 40199 (32, 10) 40231 epoch: 49287, [Discriminator :: d_loss: 0.721788], [ Generator :: loss: 0.133438] random_index: 28171 (32, 10) 28203 epoch: 49288, [Discriminator :: d_loss: 0.726149], [ Generator :: loss: 0.148457] random_index: 628 (32, 10) 660 epoch: 49289, [Discriminator :: d_loss: 0.737553], [ Generator :: loss: 0.148917] random_index: 41449 (32, 10) 41481 epoch: 49290, [Discriminator :: d_loss: 0.737448], [ Generator :: loss: 0.151502] random_index: 19697 (32, 10) 19729 epoch: 49291, [Discriminator :: d_loss: 0.744159], [ Generator :: loss: 0.150665] random_index: 27760 (32, 10) 27792 epoch: 49292, [Discriminator :: d_loss: 0.735466], [ Generator :: loss: 0.151403] random_index: 22601 (32, 10) 22633 epoch: 49293, [Discriminator :: d_loss: 0.735838], [ Generator :: loss: 0.147707] random_index: 4835 (32, 10) 4867 epoch: 49294, 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d_loss: 0.725049], [ Generator :: loss: 0.128672] random_index: 4686 (32, 10) 4718 epoch: 49312, [Discriminator :: d_loss: 0.727739], [ Generator :: loss: 0.115542] random_index: 18595 (32, 10) 18627 epoch: 49313, [Discriminator :: d_loss: 0.739177], [ Generator :: loss: 0.128635] random_index: 34967 (32, 10) 34999 epoch: 49314, [Discriminator :: d_loss: 0.736060], [ Generator :: loss: 0.136686] random_index: 2332 (32, 10) 2364 epoch: 49315, [Discriminator :: d_loss: 0.729882], [ Generator :: loss: 0.141877] random_index: 41682 (32, 10) 41714 epoch: 49316, [Discriminator :: d_loss: 0.727958], [ Generator :: loss: 0.148176] random_index: 38420 (32, 10) 38452 epoch: 49317, [Discriminator :: d_loss: 0.737191], [ Generator :: loss: 0.150751] random_index: 1457 (32, 10) 1489 epoch: 49318, [Discriminator :: d_loss: 0.738189], [ Generator :: loss: 0.150681] random_index: 21310 (32, 10) 21342 epoch: 49319, [Discriminator :: d_loss: 0.730981], [ Generator :: loss: 0.145901] random_index: 35282 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Generator :: loss: 0.136299] random_index: 6905 (32, 10) 6937 epoch: 49329, [Discriminator :: d_loss: 0.730985], [ Generator :: loss: 0.136899] random_index: 18130 (32, 10) 18162 epoch: 49330, [Discriminator :: d_loss: 0.727353], [ Generator :: loss: 0.137026] random_index: 41613 (32, 10) 41645 epoch: 49331, [Discriminator :: d_loss: 0.739406], [ Generator :: loss: 0.139389] random_index: 27268 (32, 10) 27300 epoch: 49332, [Discriminator :: d_loss: 0.734646], [ Generator :: loss: 0.150551] random_index: 24699 (32, 10) 24731 epoch: 49333, [Discriminator :: d_loss: 0.730786], [ Generator :: loss: 0.148569] random_index: 22918 (32, 10) 22950 epoch: 49334, [Discriminator :: d_loss: 0.727744], [ Generator :: loss: 0.141165] random_index: 40280 (32, 10) 40312 epoch: 49335, [Discriminator :: d_loss: 0.736052], [ Generator :: loss: 0.143122] random_index: 41306 (32, 10) 41338 epoch: 49336, [Discriminator :: d_loss: 0.733738], [ Generator :: loss: 0.134260] random_index: 9929 (32, 10) 9961 epoch: 49337, [Discriminator :: d_loss: 0.734485], [ Generator :: loss: 0.136505] random_index: 3413 (32, 10) 3445 epoch: 49338, [Discriminator :: d_loss: 0.729426], [ Generator :: loss: 0.138143] random_index: 10613 (32, 10) 10645 epoch: 49339, [Discriminator :: d_loss: 0.728114], [ Generator :: loss: 0.146010] random_index: 28537 (32, 10) 28569 epoch: 49340, [Discriminator :: d_loss: 0.726858], [ Generator :: loss: 0.138796] random_index: 6218 (32, 10) 6250 epoch: 49341, [Discriminator :: d_loss: 0.727744], [ Generator :: loss: 0.131940] random_index: 7108 (32, 10) 7140 epoch: 49342, [Discriminator :: d_loss: 0.739107], [ Generator :: loss: 0.135803] random_index: 13293 (32, 10) 13325 epoch: 49343, [Discriminator :: d_loss: 0.729333], [ Generator :: loss: 0.141531] random_index: 22262 (32, 10) 22294 epoch: 49344, [Discriminator :: d_loss: 0.724383], [ Generator :: loss: 0.140586] random_index: 40276 (32, 10) 40308 epoch: 49345, [Discriminator :: d_loss: 0.727956], [ Generator :: 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0.133675] random_index: 40825 (32, 10) 40857 epoch: 49363, [Discriminator :: d_loss: 0.737084], [ Generator :: loss: 0.134758] random_index: 13409 (32, 10) 13441 epoch: 49364, [Discriminator :: d_loss: 0.728066], [ Generator :: loss: 0.149202] random_index: 26826 (32, 10) 26858 epoch: 49365, [Discriminator :: d_loss: 0.729471], [ Generator :: loss: 0.148751] random_index: 30803 (32, 10) 30835 epoch: 49366, [Discriminator :: d_loss: 0.726372], [ Generator :: loss: 0.147090] random_index: 21992 (32, 10) 22024 epoch: 49367, [Discriminator :: d_loss: 0.720928], [ Generator :: loss: 0.132862] random_index: 12248 (32, 10) 12280 epoch: 49368, [Discriminator :: d_loss: 0.731018], [ Generator :: loss: 0.132207] random_index: 4873 (32, 10) 4905 epoch: 49369, [Discriminator :: d_loss: 0.733775], [ Generator :: loss: 0.130006] random_index: 19866 (32, 10) 19898 epoch: 49370, [Discriminator :: d_loss: 0.732757], [ Generator :: loss: 0.137135] random_index: 5155 (32, 10) 5187 epoch: 49371, 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Generator :: loss: 0.150810] random_index: 32713 (32, 10) 32745 epoch: 49483, [Discriminator :: d_loss: 0.729055], [ Generator :: loss: 0.148034] random_index: 17784 (32, 10) 17816 epoch: 49484, [Discriminator :: d_loss: 0.731642], [ Generator :: loss: 0.134497] random_index: 38394 (32, 10) 38426 epoch: 49485, [Discriminator :: d_loss: 0.733012], [ Generator :: loss: 0.126663] random_index: 17576 (32, 10) 17608 epoch: 49486, [Discriminator :: d_loss: 0.731101], [ Generator :: loss: 0.130778] random_index: 3111 (32, 10) 3143 epoch: 49487, [Discriminator :: d_loss: 0.732472], [ Generator :: loss: 0.124276] random_index: 25543 (32, 10) 25575 epoch: 49488, [Discriminator :: d_loss: 0.732159], [ Generator :: loss: 0.132663] random_index: 22510 (32, 10) 22542 epoch: 49489, [Discriminator :: d_loss: 0.732766], [ Generator :: loss: 0.140470] random_index: 2158 (32, 10) 2190 epoch: 49490, [Discriminator :: d_loss: 0.735994], [ Generator :: loss: 0.153471] random_index: 31357 (32, 10) 31389 epoch: 49491, [Discriminator :: d_loss: 0.728303], [ Generator :: loss: 0.147845] random_index: 27068 (32, 10) 27100 epoch: 49492, [Discriminator :: d_loss: 0.730686], [ Generator :: loss: 0.146882] random_index: 40635 (32, 10) 40667 epoch: 49493, [Discriminator :: d_loss: 0.728053], [ Generator :: loss: 0.132303] random_index: 38899 (32, 10) 38931 epoch: 49494, [Discriminator :: d_loss: 0.745257], [ Generator :: loss: 0.132827] random_index: 3257 (32, 10) 3289 epoch: 49495, [Discriminator :: d_loss: 0.729653], [ Generator :: loss: 0.133080] random_index: 16485 (32, 10) 16517 epoch: 49496, [Discriminator :: d_loss: 0.725127], [ Generator :: loss: 0.137127] random_index: 22825 (32, 10) 22857 epoch: 49497, [Discriminator :: d_loss: 0.723526], [ Generator :: loss: 0.136811] random_index: 12332 (32, 10) 12364 epoch: 49498, [Discriminator :: d_loss: 0.735141], [ Generator :: loss: 0.138902] random_index: 30278 (32, 10) 30310 epoch: 49499, [Discriminator :: d_loss: 0.729906], [ Generator :: 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[Discriminator :: d_loss: 0.727991], [ Generator :: loss: 0.153910] random_index: 39746 (32, 10) 39778 epoch: 49723, [Discriminator :: d_loss: 0.728898], [ Generator :: loss: 0.144268] random_index: 29023 (32, 10) 29055 epoch: 49724, [Discriminator :: d_loss: 0.723752], [ Generator :: loss: 0.134490] random_index: 23695 (32, 10) 23727 epoch: 49725, [Discriminator :: d_loss: 0.732581], [ Generator :: loss: 0.135129] random_index: 2000 (32, 10) 2032 epoch: 49726, [Discriminator :: d_loss: 0.728885], [ Generator :: loss: 0.135953] random_index: 18049 (32, 10) 18081 epoch: 49727, [Discriminator :: d_loss: 0.722036], [ Generator :: loss: 0.140715] random_index: 36206 (32, 10) 36238 epoch: 49728, [Discriminator :: d_loss: 0.736753], [ Generator :: loss: 0.138548] random_index: 17385 (32, 10) 17417 epoch: 49729, [Discriminator :: d_loss: 0.734941], [ Generator :: loss: 0.136316] random_index: 27545 (32, 10) 27577 epoch: 49730, [Discriminator :: d_loss: 0.734601], [ Generator :: loss: 0.140687] random_index: 31018 (32, 10) 31050 epoch: 49731, [Discriminator :: d_loss: 0.727329], [ Generator :: loss: 0.150726] random_index: 15843 (32, 10) 15875 epoch: 49732, [Discriminator :: d_loss: 0.729210], [ Generator :: loss: 0.145593] random_index: 22176 (32, 10) 22208 epoch: 49733, [Discriminator :: d_loss: 0.736032], [ Generator :: loss: 0.145009] random_index: 12922 (32, 10) 12954 epoch: 49734, [Discriminator :: d_loss: 0.729950], [ Generator :: loss: 0.143512] random_index: 31904 (32, 10) 31936 epoch: 49735, [Discriminator :: d_loss: 0.727455], [ Generator :: loss: 0.140798] random_index: 13709 (32, 10) 13741 epoch: 49736, [Discriminator :: d_loss: 0.729514], [ Generator :: loss: 0.140983] random_index: 6195 (32, 10) 6227 epoch: 49737, [Discriminator :: d_loss: 0.738827], [ Generator :: loss: 0.130638] random_index: 12785 (32, 10) 12817 epoch: 49738, [Discriminator :: d_loss: 0.731556], [ Generator :: loss: 0.147804] random_index: 28965 (32, 10) 28997 epoch: 49739, 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d_loss: 0.743563], [ Generator :: loss: 0.142158] random_index: 17754 (32, 10) 17786 epoch: 49757, [Discriminator :: d_loss: 0.732895], [ Generator :: loss: 0.145978] random_index: 5075 (32, 10) 5107 epoch: 49758, [Discriminator :: d_loss: 0.733501], [ Generator :: loss: 0.153155] random_index: 40871 (32, 10) 40903 epoch: 49759, [Discriminator :: d_loss: 0.739264], [ Generator :: loss: 0.142332] random_index: 3298 (32, 10) 3330 epoch: 49760, [Discriminator :: d_loss: 0.726725], [ Generator :: loss: 0.145544] random_index: 3674 (32, 10) 3706 epoch: 49761, [Discriminator :: d_loss: 0.732075], [ Generator :: loss: 0.140889] random_index: 14836 (32, 10) 14868 epoch: 49762, [Discriminator :: d_loss: 0.731575], [ Generator :: loss: 0.129165] random_index: 32745 (32, 10) 32777 epoch: 49763, [Discriminator :: d_loss: 0.734319], [ Generator :: loss: 0.129318] random_index: 40757 (32, 10) 40789 epoch: 49764, [Discriminator :: d_loss: 0.725592], [ Generator :: loss: 0.126374] random_index: 122 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epoch: 49782, [Discriminator :: d_loss: 0.733509], [ Generator :: loss: 0.136870] random_index: 30945 (32, 10) 30977 epoch: 49783, [Discriminator :: d_loss: 0.724987], [ Generator :: loss: 0.131751] random_index: 39262 (32, 10) 39294 epoch: 49784, [Discriminator :: d_loss: 0.724788], [ Generator :: loss: 0.129186] random_index: 7835 (32, 10) 7867 epoch: 49785, [Discriminator :: d_loss: 0.723534], [ Generator :: loss: 0.134875] random_index: 22973 (32, 10) 23005 epoch: 49786, [Discriminator :: d_loss: 0.723376], [ Generator :: loss: 0.135632] random_index: 5897 (32, 10) 5929 epoch: 49787, [Discriminator :: d_loss: 0.718303], [ Generator :: loss: 0.137331] random_index: 10560 (32, 10) 10592 epoch: 49788, [Discriminator :: d_loss: 0.722331], [ Generator :: loss: 0.142546] random_index: 9473 (32, 10) 9505 epoch: 49789, [Discriminator :: d_loss: 0.730586], [ Generator :: loss: 0.139356] random_index: 35310 (32, 10) 35342 epoch: 49790, [Discriminator :: d_loss: 0.722736], [ Generator :: loss: 0.142105] random_index: 40496 (32, 10) 40528 epoch: 49791, [Discriminator :: d_loss: 0.727720], [ Generator :: loss: 0.139147] random_index: 3956 (32, 10) 3988 epoch: 49792, [Discriminator :: d_loss: 0.732992], [ Generator :: loss: 0.137725] random_index: 10971 (32, 10) 11003 epoch: 49793, [Discriminator :: d_loss: 0.724047], [ Generator :: loss: 0.130639] random_index: 32037 (32, 10) 32069 epoch: 49794, [Discriminator :: d_loss: 0.730278], [ Generator :: loss: 0.149543] random_index: 15139 (32, 10) 15171 epoch: 49795, [Discriminator :: d_loss: 0.721189], [ Generator :: loss: 0.146625] random_index: 26206 (32, 10) 26238 epoch: 49796, [Discriminator :: d_loss: 0.723718], [ Generator :: loss: 0.148415] random_index: 9474 (32, 10) 9506 epoch: 49797, [Discriminator :: d_loss: 0.728839], [ Generator :: loss: 0.141996] random_index: 25563 (32, 10) 25595 epoch: 49798, [Discriminator :: d_loss: 0.730760], [ Generator :: loss: 0.133229] random_index: 35640 (32, 10) 35672 epoch: 49799, 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random_index: 36542 (32, 10) 36574 epoch: 49808, [Discriminator :: d_loss: 0.728079], [ Generator :: loss: 0.133961] random_index: 778 (32, 10) 810 epoch: 49809, [Discriminator :: d_loss: 0.728894], [ Generator :: loss: 0.143729] random_index: 28862 (32, 10) 28894 epoch: 49810, [Discriminator :: d_loss: 0.727661], [ Generator :: loss: 0.144010] random_index: 10010 (32, 10) 10042 epoch: 49811, [Discriminator :: d_loss: 0.732896], [ Generator :: loss: 0.150787] random_index: 13384 (32, 10) 13416 epoch: 49812, [Discriminator :: d_loss: 0.721013], [ Generator :: loss: 0.154218] random_index: 4590 (32, 10) 4622 epoch: 49813, [Discriminator :: d_loss: 0.725244], [ Generator :: loss: 0.146076] random_index: 16167 (32, 10) 16199 epoch: 49814, [Discriminator :: d_loss: 0.729658], [ Generator :: loss: 0.134881] random_index: 40161 (32, 10) 40193 epoch: 49815, [Discriminator :: d_loss: 0.733895], [ Generator :: loss: 0.129846] random_index: 5458 (32, 10) 5490 epoch: 49816, [Discriminator :: d_loss: 0.726903], [ Generator :: loss: 0.127672] random_index: 36742 (32, 10) 36774 epoch: 49817, [Discriminator :: d_loss: 0.736513], [ Generator :: loss: 0.142811] random_index: 34190 (32, 10) 34222 epoch: 49818, [Discriminator :: d_loss: 0.729887], [ Generator :: loss: 0.136883] random_index: 3502 (32, 10) 3534 epoch: 49819, [Discriminator :: d_loss: 0.720500], [ Generator :: loss: 0.149336] random_index: 14149 (32, 10) 14181 epoch: 49820, [Discriminator :: d_loss: 0.737101], [ Generator :: loss: 0.145778] random_index: 11232 (32, 10) 11264 epoch: 49821, [Discriminator :: d_loss: 0.725051], [ Generator :: loss: 0.144538] random_index: 19637 (32, 10) 19669 epoch: 49822, [Discriminator :: d_loss: 0.730838], [ Generator :: loss: 0.142978] random_index: 25662 (32, 10) 25694 epoch: 49823, [Discriminator :: d_loss: 0.724662], [ Generator :: loss: 0.137767] random_index: 16699 (32, 10) 16731 epoch: 49824, [Discriminator :: d_loss: 0.717596], [ Generator :: loss: 0.133881] random_index: 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epoch: 49842, [Discriminator :: d_loss: 0.734000], [ Generator :: loss: 0.140728] random_index: 2365 (32, 10) 2397 epoch: 49843, [Discriminator :: d_loss: 0.730944], [ Generator :: loss: 0.146528] random_index: 34652 (32, 10) 34684 epoch: 49844, [Discriminator :: d_loss: 0.734193], [ Generator :: loss: 0.138283] random_index: 8172 (32, 10) 8204 epoch: 49845, [Discriminator :: d_loss: 0.725778], [ Generator :: loss: 0.143403] random_index: 34441 (32, 10) 34473 epoch: 49846, [Discriminator :: d_loss: 0.736217], [ Generator :: loss: 0.144050] random_index: 28123 (32, 10) 28155 epoch: 49847, [Discriminator :: d_loss: 0.732964], [ Generator :: loss: 0.150058] random_index: 30827 (32, 10) 30859 epoch: 49848, [Discriminator :: d_loss: 0.727341], [ Generator :: loss: 0.146257] random_index: 15707 (32, 10) 15739 epoch: 49849, [Discriminator :: d_loss: 0.723730], [ Generator :: loss: 0.144855] random_index: 33144 (32, 10) 33176 epoch: 49850, [Discriminator :: d_loss: 0.732064], [ Generator :: loss: 0.131289] random_index: 1710 (32, 10) 1742 epoch: 49851, [Discriminator :: d_loss: 0.739084], [ Generator :: loss: 0.134881] random_index: 29990 (32, 10) 30022 epoch: 49852, [Discriminator :: d_loss: 0.727515], [ Generator :: loss: 0.137585] random_index: 21643 (32, 10) 21675 epoch: 49853, [Discriminator :: d_loss: 0.724537], [ Generator :: loss: 0.138149] random_index: 23436 (32, 10) 23468 epoch: 49854, [Discriminator :: d_loss: 0.733629], [ Generator :: loss: 0.138496] random_index: 16031 (32, 10) 16063 epoch: 49855, [Discriminator :: d_loss: 0.732631], [ Generator :: loss: 0.141405] random_index: 431 (32, 10) 463 epoch: 49856, [Discriminator :: d_loss: 0.737606], [ Generator :: loss: 0.149399] random_index: 36157 (32, 10) 36189 epoch: 49857, [Discriminator :: d_loss: 0.727197], [ Generator :: loss: 0.147110] random_index: 36687 (32, 10) 36719 epoch: 49858, [Discriminator :: d_loss: 0.731109], [ Generator :: loss: 0.143970] random_index: 18600 (32, 10) 18632 epoch: 49859, [Discriminator :: d_loss: 0.730865], [ Generator :: loss: 0.151887] random_index: 33654 (32, 10) 33686 epoch: 49860, [Discriminator :: d_loss: 0.727490], [ Generator :: loss: 0.134771] random_index: 18197 (32, 10) 18229 epoch: 49861, [Discriminator :: d_loss: 0.733428], [ Generator :: loss: 0.134849] random_index: 35309 (32, 10) 35341 epoch: 49862, [Discriminator :: d_loss: 0.727464], [ Generator :: loss: 0.133568] random_index: 26016 (32, 10) 26048 epoch: 49863, [Discriminator :: d_loss: 0.738585], [ Generator :: loss: 0.139439] random_index: 18040 (32, 10) 18072 epoch: 49864, [Discriminator :: d_loss: 0.730590], [ Generator :: loss: 0.147187] random_index: 16825 (32, 10) 16857 epoch: 49865, [Discriminator :: d_loss: 0.734136], [ Generator :: loss: 0.156589] random_index: 15167 (32, 10) 15199 epoch: 49866, [Discriminator :: d_loss: 0.733646], [ Generator :: loss: 0.159129] random_index: 25187 (32, 10) 25219 epoch: 49867, [Discriminator :: d_loss: 0.741224], [ Generator :: loss: 0.152222] random_index: 16650 (32, 10) 16682 epoch: 49868, [Discriminator :: d_loss: 0.733345], [ Generator :: loss: 0.143283] random_index: 307 (32, 10) 339 epoch: 49869, [Discriminator :: d_loss: 0.734743], [ Generator :: loss: 0.134956] random_index: 30902 (32, 10) 30934 epoch: 49870, [Discriminator :: d_loss: 0.732528], [ Generator :: loss: 0.129643] random_index: 41391 (32, 10) 41423 epoch: 49871, [Discriminator :: d_loss: 0.730140], [ Generator :: loss: 0.134083] random_index: 28073 (32, 10) 28105 epoch: 49872, [Discriminator :: d_loss: 0.735266], [ Generator :: loss: 0.136367] random_index: 39149 (32, 10) 39181 epoch: 49873, [Discriminator :: d_loss: 0.733249], [ Generator :: loss: 0.144748] random_index: 3867 (32, 10) 3899 epoch: 49874, [Discriminator :: d_loss: 0.730802], [ Generator :: loss: 0.147543] random_index: 31191 (32, 10) 31223 epoch: 49875, [Discriminator :: d_loss: 0.727513], [ Generator :: loss: 0.143227] random_index: 3137 (32, 10) 3169 epoch: 49876, [Discriminator :: d_loss: 0.740927], [ Generator :: loss: 0.154815] random_index: 38837 (32, 10) 38869 epoch: 49877, [Discriminator :: d_loss: 0.732593], [ Generator :: loss: 0.146759] random_index: 31133 (32, 10) 31165 epoch: 49878, [Discriminator :: d_loss: 0.733972], [ Generator :: loss: 0.132778] random_index: 12176 (32, 10) 12208 epoch: 49879, [Discriminator :: d_loss: 0.732913], [ Generator :: loss: 0.133418] random_index: 23072 (32, 10) 23104 epoch: 49880, [Discriminator :: d_loss: 0.734526], [ Generator :: loss: 0.130597] random_index: 19118 (32, 10) 19150 epoch: 49881, [Discriminator :: d_loss: 0.732047], [ Generator :: loss: 0.131904] random_index: 1214 (32, 10) 1246 epoch: 49882, [Discriminator :: d_loss: 0.732435], [ Generator :: loss: 0.132218] random_index: 25114 (32, 10) 25146 epoch: 49883, [Discriminator :: d_loss: 0.733202], [ Generator :: loss: 0.138830] random_index: 27568 (32, 10) 27600 epoch: 49884, [Discriminator :: d_loss: 0.734105], [ Generator :: loss: 0.138890] random_index: 36908 (32, 10) 36940 epoch: 49885, [Discriminator :: d_loss: 0.732650], [ Generator :: loss: 0.139388] random_index: 23466 (32, 10) 23498 epoch: 49886, [Discriminator :: d_loss: 0.735227], [ Generator :: loss: 0.136459] random_index: 40635 (32, 10) 40667 epoch: 49887, [Discriminator :: d_loss: 0.730402], [ Generator :: loss: 0.135506] random_index: 9656 (32, 10) 9688 epoch: 49888, [Discriminator :: d_loss: 0.731489], [ Generator :: loss: 0.141891] random_index: 18225 (32, 10) 18257 epoch: 49889, [Discriminator :: d_loss: 0.731945], [ Generator :: loss: 0.127843] random_index: 34212 (32, 10) 34244 epoch: 49890, [Discriminator :: d_loss: 0.730105], [ Generator :: loss: 0.136644] random_index: 19876 (32, 10) 19908 epoch: 49891, [Discriminator :: d_loss: 0.729795], [ Generator :: loss: 0.135697] random_index: 17463 (32, 10) 17495 epoch: 49892, [Discriminator :: d_loss: 0.734445], [ Generator :: loss: 0.137736] random_index: 25608 (32, 10) 25640 epoch: 49893, [Discriminator :: d_loss: 0.728090], [ Generator :: loss: 0.136221] random_index: 19946 (32, 10) 19978 epoch: 49894, [Discriminator :: d_loss: 0.723551], [ Generator :: loss: 0.140780] random_index: 31936 (32, 10) 31968 epoch: 49895, [Discriminator :: d_loss: 0.738699], [ Generator :: loss: 0.131787] random_index: 33054 (32, 10) 33086 epoch: 49896, [Discriminator :: d_loss: 0.736526], [ Generator :: loss: 0.138869] random_index: 8320 (32, 10) 8352 epoch: 49897, [Discriminator :: d_loss: 0.728694], [ Generator :: loss: 0.136276] random_index: 11359 (32, 10) 11391 epoch: 49898, [Discriminator :: d_loss: 0.729248], [ Generator :: loss: 0.136280] random_index: 1077 (32, 10) 1109 epoch: 49899, [Discriminator :: d_loss: 0.726487], [ Generator :: loss: 0.133792] random_index: 16521 (32, 10) 16553 epoch: 49900, [Discriminator :: d_loss: 0.724755], [ Generator :: loss: 0.135167] random_index: 18338 (32, 10) 18370 epoch: 49901, [Discriminator :: d_loss: 0.736039], [ Generator :: loss: 0.140501] random_index: 15850 (32, 10) 15882 epoch: 49902, [Discriminator :: d_loss: 0.728710], [ Generator :: loss: 0.138346] random_index: 12359 (32, 10) 12391 epoch: 49903, [Discriminator :: d_loss: 0.739690], [ Generator :: loss: 0.141632] random_index: 37763 (32, 10) 37795 epoch: 49904, [Discriminator :: d_loss: 0.723838], [ Generator :: loss: 0.137876] random_index: 30884 (32, 10) 30916 epoch: 49905, [Discriminator :: d_loss: 0.720464], [ Generator :: loss: 0.136353] random_index: 39187 (32, 10) 39219 epoch: 49906, [Discriminator :: d_loss: 0.732043], [ Generator :: loss: 0.132770] random_index: 37566 (32, 10) 37598 epoch: 49907, [Discriminator :: d_loss: 0.727266], [ Generator :: loss: 0.133701] random_index: 23707 (32, 10) 23739 epoch: 49908, [Discriminator :: d_loss: 0.738025], [ Generator :: loss: 0.142270] random_index: 37195 (32, 10) 37227 epoch: 49909, [Discriminator :: d_loss: 0.732276], [ Generator :: loss: 0.149538] random_index: 13791 (32, 10) 13823 epoch: 49910, [Discriminator :: d_loss: 0.729814], [ Generator :: loss: 0.149363] random_index: 34697 (32, 10) 34729 epoch: 49911, [Discriminator :: d_loss: 0.731087], [ Generator :: loss: 0.146672] random_index: 23479 (32, 10) 23511 epoch: 49912, [Discriminator :: d_loss: 0.738733], [ Generator :: loss: 0.148909] random_index: 30878 (32, 10) 30910 epoch: 49913, [Discriminator :: d_loss: 0.729604], [ Generator :: loss: 0.147397] random_index: 29136 (32, 10) 29168 epoch: 49914, [Discriminator :: d_loss: 0.724310], [ Generator :: loss: 0.137586] random_index: 20051 (32, 10) 20083 epoch: 49915, [Discriminator :: d_loss: 0.736289], [ Generator :: loss: 0.130178] random_index: 16674 (32, 10) 16706 epoch: 49916, [Discriminator :: d_loss: 0.731370], [ Generator :: loss: 0.127014] random_index: 29472 (32, 10) 29504 epoch: 49917, [Discriminator :: d_loss: 0.731123], [ Generator :: loss: 0.127666] random_index: 6756 (32, 10) 6788 epoch: 49918, [Discriminator :: d_loss: 0.728534], [ Generator :: loss: 0.136702] random_index: 1346 (32, 10) 1378 epoch: 49919, [Discriminator :: d_loss: 0.726663], [ Generator :: loss: 0.144912] random_index: 14638 (32, 10) 14670 epoch: 49920, [Discriminator :: d_loss: 0.729084], [ Generator :: loss: 0.150483] random_index: 26611 (32, 10) 26643 epoch: 49921, [Discriminator :: d_loss: 0.729467], [ Generator :: loss: 0.137177] random_index: 38365 (32, 10) 38397 epoch: 49922, [Discriminator :: d_loss: 0.732626], [ Generator :: loss: 0.139130] random_index: 9581 (32, 10) 9613 epoch: 49923, [Discriminator :: d_loss: 0.729295], [ Generator :: loss: 0.143489] random_index: 33369 (32, 10) 33401 epoch: 49924, [Discriminator :: d_loss: 0.740066], [ Generator :: loss: 0.146509] random_index: 20852 (32, 10) 20884 epoch: 49925, [Discriminator :: d_loss: 0.728443], [ Generator :: loss: 0.144433] random_index: 20297 (32, 10) 20329 epoch: 49926, [Discriminator :: d_loss: 0.730832], [ Generator :: loss: 0.142521] random_index: 31350 (32, 10) 31382 epoch: 49927, [Discriminator :: d_loss: 0.721394], [ Generator :: loss: 0.141353] random_index: 968 (32, 10) 1000 epoch: 49928, [Discriminator :: d_loss: 0.727126], [ Generator :: loss: 0.140418] random_index: 3096 (32, 10) 3128 epoch: 49929, [Discriminator :: d_loss: 0.727241], [ Generator :: loss: 0.131361] random_index: 16955 (32, 10) 16987 epoch: 49930, [Discriminator :: d_loss: 0.724244], [ Generator :: loss: 0.128398] random_index: 32976 (32, 10) 33008 epoch: 49931, [Discriminator :: d_loss: 0.720582], [ Generator :: loss: 0.124355] random_index: 13739 (32, 10) 13771 epoch: 49932, [Discriminator :: d_loss: 0.725525], [ Generator :: loss: 0.133170] random_index: 16891 (32, 10) 16923 epoch: 49933, [Discriminator :: d_loss: 0.723445], [ Generator :: loss: 0.143646] random_index: 28078 (32, 10) 28110 epoch: 49934, [Discriminator :: d_loss: 0.731162], [ Generator :: loss: 0.142718] random_index: 39038 (32, 10) 39070 epoch: 49935, [Discriminator :: d_loss: 0.733768], [ Generator :: loss: 0.154269] random_index: 40210 (32, 10) 40242 epoch: 49936, [Discriminator :: d_loss: 0.725408], [ Generator :: loss: 0.153063] random_index: 12608 (32, 10) 12640 epoch: 49937, [Discriminator :: d_loss: 0.730577], [ Generator :: loss: 0.146941] random_index: 36289 (32, 10) 36321 epoch: 49938, [Discriminator :: d_loss: 0.727485], [ Generator :: loss: 0.138319] random_index: 7646 (32, 10) 7678 epoch: 49939, [Discriminator :: d_loss: 0.732684], [ Generator :: loss: 0.130990] random_index: 11759 (32, 10) 11791 epoch: 49940, [Discriminator :: d_loss: 0.736584], [ Generator :: loss: 0.127720] random_index: 5930 (32, 10) 5962 epoch: 49941, [Discriminator :: d_loss: 0.727104], [ Generator :: loss: 0.136336] random_index: 8192 (32, 10) 8224 epoch: 49942, [Discriminator :: d_loss: 0.723659], [ Generator :: loss: 0.138286] random_index: 24290 (32, 10) 24322 epoch: 49943, [Discriminator :: d_loss: 0.732220], [ Generator :: loss: 0.141858] random_index: 15828 (32, 10) 15860 epoch: 49944, [Discriminator :: d_loss: 0.734782], [ Generator :: loss: 0.153899] random_index: 5229 (32, 10) 5261 epoch: 49945, [Discriminator :: d_loss: 0.727568], [ Generator :: loss: 0.155460] random_index: 8640 (32, 10) 8672 epoch: 49946, [Discriminator :: d_loss: 0.726593], [ Generator :: loss: 0.151477] random_index: 21215 (32, 10) 21247 epoch: 49947, [Discriminator :: d_loss: 0.733605], [ Generator :: loss: 0.148276] random_index: 27227 (32, 10) 27259 epoch: 49948, [Discriminator :: d_loss: 0.725573], [ Generator :: loss: 0.143990] random_index: 16198 (32, 10) 16230 epoch: 49949, [Discriminator :: d_loss: 0.740506], [ Generator :: loss: 0.141210] random_index: 21102 (32, 10) 21134 epoch: 49950, [Discriminator :: d_loss: 0.731427], [ Generator :: loss: 0.133571] random_index: 36027 (32, 10) 36059 epoch: 49951, [Discriminator :: d_loss: 0.724265], [ Generator :: loss: 0.136317] random_index: 8902 (32, 10) 8934 epoch: 49952, [Discriminator :: d_loss: 0.732322], [ Generator :: loss: 0.134597] random_index: 40751 (32, 10) 40783 epoch: 49953, [Discriminator :: d_loss: 0.724457], [ Generator :: loss: 0.137320] random_index: 1717 (32, 10) 1749 epoch: 49954, [Discriminator :: d_loss: 0.727455], [ Generator :: loss: 0.143265] random_index: 32900 (32, 10) 32932 epoch: 49955, [Discriminator :: d_loss: 0.725473], [ Generator :: loss: 0.145086] random_index: 22973 (32, 10) 23005 epoch: 49956, [Discriminator :: d_loss: 0.730135], [ Generator :: loss: 0.140118] random_index: 12875 (32, 10) 12907 epoch: 49957, [Discriminator :: d_loss: 0.727675], [ Generator :: loss: 0.140963] random_index: 14044 (32, 10) 14076 epoch: 49958, [Discriminator :: d_loss: 0.713526], [ Generator :: loss: 0.127343] random_index: 2756 (32, 10) 2788 epoch: 49959, [Discriminator :: d_loss: 0.723493], [ Generator :: loss: 0.131314] random_index: 25161 (32, 10) 25193 epoch: 49960, [Discriminator :: d_loss: 0.733899], [ Generator :: loss: 0.126050] random_index: 9182 (32, 10) 9214 epoch: 49961, [Discriminator :: d_loss: 0.736068], [ Generator :: loss: 0.129098] random_index: 2802 (32, 10) 2834 epoch: 49962, [Discriminator :: d_loss: 0.732472], [ Generator :: loss: 0.140707] random_index: 11506 (32, 10) 11538 epoch: 49963, [Discriminator :: d_loss: 0.725667], [ Generator :: loss: 0.155167] random_index: 652 (32, 10) 684 epoch: 49964, [Discriminator :: d_loss: 0.725456], [ Generator :: loss: 0.153617] random_index: 20141 (32, 10) 20173 epoch: 49965, [Discriminator :: d_loss: 0.741874], [ Generator :: loss: 0.152023] random_index: 30594 (32, 10) 30626 epoch: 49966, [Discriminator :: d_loss: 0.725380], [ Generator :: loss: 0.148785] random_index: 12416 (32, 10) 12448 epoch: 49967, [Discriminator :: d_loss: 0.725719], [ Generator :: loss: 0.133882] random_index: 20681 (32, 10) 20713 epoch: 49968, [Discriminator :: d_loss: 0.727060], [ Generator :: loss: 0.129605] random_index: 36530 (32, 10) 36562 epoch: 49969, [Discriminator :: d_loss: 0.737163], [ Generator :: loss: 0.132614] random_index: 13071 (32, 10) 13103 epoch: 49970, [Discriminator :: d_loss: 0.737808], [ Generator :: loss: 0.138061] random_index: 23987 (32, 10) 24019 epoch: 49971, [Discriminator :: d_loss: 0.725495], [ Generator :: loss: 0.146172] random_index: 39777 (32, 10) 39809 epoch: 49972, [Discriminator :: d_loss: 0.728187], [ Generator :: loss: 0.151447] random_index: 6601 (32, 10) 6633 epoch: 49973, [Discriminator :: d_loss: 0.731965], [ Generator :: loss: 0.155022] random_index: 39542 (32, 10) 39574 epoch: 49974, [Discriminator :: d_loss: 0.728454], [ Generator :: loss: 0.144364] random_index: 19379 (32, 10) 19411 epoch: 49975, [Discriminator :: d_loss: 0.732506], [ Generator :: loss: 0.139247] random_index: 38338 (32, 10) 38370 epoch: 49976, [Discriminator :: d_loss: 0.725756], [ Generator :: loss: 0.129110] random_index: 33194 (32, 10) 33226 epoch: 49977, [Discriminator :: d_loss: 0.723139], [ Generator :: loss: 0.135359] random_index: 25802 (32, 10) 25834 epoch: 49978, [Discriminator :: d_loss: 0.729633], [ Generator :: loss: 0.127411] random_index: 26628 (32, 10) 26660 epoch: 49979, [Discriminator :: d_loss: 0.733902], [ Generator :: loss: 0.128579] random_index: 9276 (32, 10) 9308 epoch: 49980, [Discriminator :: d_loss: 0.732540], [ Generator :: loss: 0.138246] random_index: 17840 (32, 10) 17872 epoch: 49981, [Discriminator :: d_loss: 0.727034], [ Generator :: loss: 0.147765] random_index: 21045 (32, 10) 21077 epoch: 49982, [Discriminator :: d_loss: 0.727779], [ Generator :: loss: 0.151890] random_index: 9911 (32, 10) 9943 epoch: 49983, [Discriminator :: d_loss: 0.734132], [ Generator :: loss: 0.154067] random_index: 13807 (32, 10) 13839 epoch: 49984, [Discriminator :: d_loss: 0.735306], [ Generator :: loss: 0.152942] random_index: 31523 (32, 10) 31555 epoch: 49985, [Discriminator :: d_loss: 0.739863], [ Generator :: loss: 0.142564] random_index: 20294 (32, 10) 20326 epoch: 49986, [Discriminator :: d_loss: 0.742251], [ Generator :: loss: 0.143239] random_index: 34553 (32, 10) 34585 epoch: 49987, [Discriminator :: d_loss: 0.741515], [ Generator :: loss: 0.140874] random_index: 18080 (32, 10) 18112 epoch: 49988, [Discriminator :: d_loss: 0.734194], [ Generator :: loss: 0.143097] random_index: 19645 (32, 10) 19677 epoch: 49989, [Discriminator :: d_loss: 0.731480], [ Generator :: loss: 0.155946] random_index: 4211 (32, 10) 4243 epoch: 49990, [Discriminator :: d_loss: 0.749103], [ Generator :: loss: 0.160571] random_index: 11282 (32, 10) 11314 epoch: 49991, [Discriminator :: d_loss: 0.737995], [ Generator :: loss: 0.154997] random_index: 36464 (32, 10) 36496 epoch: 49992, [Discriminator :: d_loss: 0.734122], [ Generator :: loss: 0.147300] random_index: 1115 (32, 10) 1147 epoch: 49993, [Discriminator :: d_loss: 0.730478], [ Generator :: loss: 0.138119] random_index: 6007 (32, 10) 6039 epoch: 49994, [Discriminator :: d_loss: 0.735917], [ Generator :: loss: 0.131090] random_index: 26193 (32, 10) 26225 epoch: 49995, [Discriminator :: d_loss: 0.725870], [ Generator :: loss: 0.118759] random_index: 38620 (32, 10) 38652 epoch: 49996, [Discriminator :: d_loss: 0.733172], [ Generator :: loss: 0.122840] random_index: 1129 (32, 10) 1161 epoch: 49997, [Discriminator :: d_loss: 0.736189], [ Generator :: loss: 0.133378] random_index: 27213 (32, 10) 27245 epoch: 49998, [Discriminator :: d_loss: 0.732020], [ Generator :: loss: 0.146447] random_index: 26715 (32, 10) 26747 epoch: 49999, [Discriminator :: d_loss: 0.728360], [ Generator :: loss: 0.150307]
X.shape
(42000, 784)




После 50000 итераций получили объект, у которого есть функция генерации из шума заданного числа
image0 = gan.gen_number_image(7)
plt.imshow(image0)
<matplotlib.image.AxesImage at 0xcb88e57898>
Добавим выборку из новых gan изображений и посмотрим на точность обученных моделей
size = 50000
labels = np.random.randint(0, 10, size)
gan_X = np.array(list(map(lambda num: gan.gen_number_image(num).reshape((28, 28, 1)), labels)))
gan_y = to_categorical(labels)
gan_X.shape
(50000, 28, 28, 1)
Теперь обучим deep CNN на новых(созданных) и старых (реальных) изображениях
cnn = Sequential()
cnn.add(Conv2D(96, kernel_size=(4, 4), input_shape=(28, 28, 1), activation='relu'))
cnn.add(MaxPool2D((2, 2)))
cnn.add(Conv2D(64, kernel_size=(4, 4), input_shape=(28, 28, 1), activation='relu'))
cnn.add(MaxPool2D((2, 2)))
cnn.add(Flatten())
cnn.add(Dropout(0.5))
cnn.add(Dense(1024, activation='relu'))
cnn.add(Dropout(0.5))
cnn.add(Dense(256, activation='relu'))
cnn.add(Dropout(0.5))
cnn.add(Dense(10, activation='softmax'))
cnn.compile(optimizer=SGD(lr=0.1), loss='categorical_crossentropy', metrics=['accuracy'])
cnn.summary()
_________________________________________________________________ Layer (type) Output Shape Param # ================================================================= conv2d_24 (Conv2D) (None, 25, 25, 96) 1632 _________________________________________________________________ max_pooling2d_24 (MaxPooling (None, 12, 12, 96) 0 _________________________________________________________________ conv2d_25 (Conv2D) (None, 9, 9, 64) 98368 _________________________________________________________________ max_pooling2d_25 (MaxPooling (None, 4, 4, 64) 0 _________________________________________________________________ flatten_28 (Flatten) (None, 1024) 0 _________________________________________________________________ dropout_33 (Dropout) (None, 1024) 0 _________________________________________________________________ dense_140 (Dense) (None, 1024) 1049600 _________________________________________________________________ dropout_34 (Dropout) (None, 1024) 0 _________________________________________________________________ dense_141 (Dense) (None, 256) 262400 _________________________________________________________________ dropout_35 (Dropout) (None, 256) 0 _________________________________________________________________ dense_142 (Dense) (None, 10) 2570 ================================================================= Total params: 1,414,570 Trainable params: 1,414,570 Non-trainable params: 0 _________________________________________________________________
cnn.fit(np.concatenate((gan_X, cnn_X)), np.concatenate((gan_y, cnn_y)), batch_size=400, epochs=30, validation_split=0.05)
Train on 87400 samples, validate on 4600 samples Epoch 1/30 87400/87400 [==============================] - 202s 2ms/step - loss: 0.7994 - acc: 0.7274 - val_loss: 0.2083 - val_acc: 0.9378 Epoch 2/30 87400/87400 [==============================] - 197s 2ms/step - loss: 0.1756 - acc: 0.9443 - val_loss: 0.1301 - val_acc: 0.9604 Epoch 3/30 87400/87400 [==============================] - 197s 2ms/step - loss: 0.1210 - acc: 0.9628 - val_loss: 0.1153 - val_acc: 0.9630 Epoch 4/30 87400/87400 [==============================] - 197s 2ms/step - loss: 0.0972 - acc: 0.9703 - val_loss: 0.0868 - val_acc: 0.9730 Epoch 5/30 87400/87400 [==============================] - 198s 2ms/step - loss: 0.0828 - acc: 0.9744 - val_loss: 0.0793 - val_acc: 0.9748 Epoch 6/30 87400/87400 [==============================] - 197s 2ms/step - loss: 0.0726 - acc: 0.9781 - val_loss: 0.0736 - val_acc: 0.9770 Epoch 7/30 87400/87400 [==============================] - 197s 2ms/step - loss: 0.0676 - acc: 0.9795 - val_loss: 0.0659 - val_acc: 0.9787 Epoch 8/30 87400/87400 [==============================] - 198s 2ms/step - loss: 0.0623 - acc: 0.9813 - val_loss: 0.0642 - val_acc: 0.9793 Epoch 9/30 87400/87400 [==============================] - 199s 2ms/step - loss: 0.0554 - acc: 0.9833 - val_loss: 0.0589 - val_acc: 0.9807 Epoch 10/30 87400/87400 [==============================] - 197s 2ms/step - loss: 0.0536 - acc: 0.9836 - val_loss: 0.0548 - val_acc: 0.9830 Epoch 11/30 87400/87400 [==============================] - 197s 2ms/step - loss: 0.0521 - acc: 0.9838 - val_loss: 0.0537 - val_acc: 0.9830 Epoch 12/30 87400/87400 [==============================] - 197s 2ms/step - loss: 0.0483 - acc: 0.9855 - val_loss: 0.0514 - val_acc: 0.9835 Epoch 13/30 87400/87400 [==============================] - 198s 2ms/step - loss: 0.0460 - acc: 0.9863 - val_loss: 0.0480 - val_acc: 0.9830 Epoch 14/30 87400/87400 [==============================] - 198s 2ms/step - loss: 0.0438 - acc: 0.9866 - val_loss: 0.0446 - val_acc: 0.9861 Epoch 15/30 87400/87400 [==============================] - 198s 2ms/step - loss: 0.0446 - acc: 0.9866 - val_loss: 0.0453 - val_acc: 0.9848 Epoch 16/30 87400/87400 [==============================] - 198s 2ms/step - loss: 0.0416 - acc: 0.9874 - val_loss: 0.0434 - val_acc: 0.9854 Epoch 17/30 87400/87400 [==============================] - 198s 2ms/step - loss: 0.0415 - acc: 0.9878 - val_loss: 0.0437 - val_acc: 0.9854 Epoch 18/30 87400/87400 [==============================] - 198s 2ms/step - loss: 0.0397 - acc: 0.9880 - val_loss: 0.0421 - val_acc: 0.9854 Epoch 19/30 87400/87400 [==============================] - 197s 2ms/step - loss: 0.0378 - acc: 0.9885 - val_loss: 0.0406 - val_acc: 0.9859 Epoch 20/30 87400/87400 [==============================] - 196s 2ms/step - loss: 0.0363 - acc: 0.9887 - val_loss: 0.0391 - val_acc: 0.9874 Epoch 21/30 87400/87400 [==============================] - 197s 2ms/step - loss: 0.0364 - acc: 0.9891 - val_loss: 0.0372 - val_acc: 0.9874 Epoch 22/30 87400/87400 [==============================] - 198s 2ms/step - loss: 0.0337 - acc: 0.9898 - val_loss: 0.0398 - val_acc: 0.9872 Epoch 23/30 87400/87400 [==============================] - 197s 2ms/step - loss: 0.0331 - acc: 0.9894 - val_loss: 0.0372 - val_acc: 0.9874 Epoch 24/30 87400/87400 [==============================] - 198s 2ms/step - loss: 0.0331 - acc: 0.9897 - val_loss: 0.0351 - val_acc: 0.9883 Epoch 25/30 87400/87400 [==============================] - 198s 2ms/step - loss: 0.0327 - acc: 0.9901 - val_loss: 0.0374 - val_acc: 0.9880 Epoch 26/30 87400/87400 [==============================] - 196s 2ms/step - loss: 0.0301 - acc: 0.9907 - val_loss: 0.0369 - val_acc: 0.9865 Epoch 27/30 87400/87400 [==============================] - 197s 2ms/step - loss: 0.0315 - acc: 0.9905 - val_loss: 0.0352 - val_acc: 0.9876 Epoch 28/30 87400/87400 [==============================] - 197s 2ms/step - loss: 0.0293 - acc: 0.9909 - val_loss: 0.0336 - val_acc: 0.9885 Epoch 29/30 87400/87400 [==============================] - 196s 2ms/step - loss: 0.0290 - acc: 0.9912 - val_loss: 0.0327 - val_acc: 0.9885 Epoch 30/30 87400/87400 [==============================] - 196s 2ms/step - loss: 0.0293 - acc: 0.9914 - val_loss: 0.0340 - val_acc: 0.9885
<keras.callbacks.History at 0xcb8cf0d828>
predicted_classes = cnn.predict_classes(test_data.reshape(len(test_data), 28, 28, 1))
create_submission(predicted_classes)
Created new submission in file submission37.csv
При некоторых настройках сети удалось незначительно повысить точность на 0.001, но возможно наличие сгенерированных изображений не сыграло здесь роли